From 7a56014c017acab9d1443adaa234c74a138a31ef Mon Sep 17 00:00:00 2001 From: Tom Snijders Date: Thu, 21 Mar 2024 17:13:43 +0100 Subject: [PATCH 1/3] New effects --- R/effects.r | 69 +++- R/effectsDocumentation.r | 1 + checkEffects.R | 362 +++++++++++++++--- data/allEffects.csv | 43 ++- src/data/ChangingCovariate.cpp | 22 ++ src/data/ChangingCovariate.h | 4 + src/data/ConstantCovariate.cpp | 25 ++ src/data/ConstantCovariate.h | 4 + src/data/Covariate.cpp | 14 + src/data/Covariate.h | 3 + src/model/effects/AllEffects.h | 1 + .../effects/CrossCovariateActivityEffect.cpp | 206 ++++++++++ .../effects/CrossCovariateActivityEffect.h | 58 +++ src/model/effects/EffectFactory.cpp | 59 +++ .../effects/SameCovariateActivityEffect00.cpp | 185 +++++++++ .../effects/SameCovariateActivityEffect00.h | 59 +++ .../generic/DoubleCovariateCatFunction.cpp | 263 +++++++++++++ .../generic/DoubleCovariateCatFunction.h | 99 +++++ .../generic/DoubleCovariateFunction.cpp | 304 +++++++++++++++ .../effects/generic/DoubleCovariateFunction.h | 76 ++++ .../generic/DoubleEqualCovariateFunction.cpp | 70 ++++ .../generic/DoubleEqualCovariateFunction.h | 43 +++ .../generic/MixedThreePathFunction.cpp | 146 +++++++ .../effects/generic/MixedThreePathFunction.h | 56 +++ .../effects/generic/NetworkAlterFunction.cpp | 1 - .../generic/OutActDoubleDistance2Function.cpp | 135 +++++++ .../generic/OutActDoubleDistance2Function.h | 54 +++ src/sources.list | 2 +- 28 files changed, 2301 insertions(+), 63 deletions(-) create mode 100644 src/model/effects/CrossCovariateActivityEffect.cpp create mode 100644 src/model/effects/CrossCovariateActivityEffect.h create mode 100644 src/model/effects/SameCovariateActivityEffect00.cpp create mode 100644 src/model/effects/SameCovariateActivityEffect00.h create mode 100644 src/model/effects/generic/DoubleCovariateCatFunction.cpp create mode 100644 src/model/effects/generic/DoubleCovariateCatFunction.h create mode 100644 src/model/effects/generic/DoubleCovariateFunction.cpp create mode 100644 src/model/effects/generic/DoubleCovariateFunction.h create mode 100644 src/model/effects/generic/DoubleEqualCovariateFunction.cpp create mode 100644 src/model/effects/generic/DoubleEqualCovariateFunction.h create mode 100644 src/model/effects/generic/MixedThreePathFunction.cpp create mode 100644 src/model/effects/generic/MixedThreePathFunction.h create mode 100644 src/model/effects/generic/OutActDoubleDistance2Function.cpp create mode 100644 src/model/effects/generic/OutActDoubleDistance2Function.h diff --git a/R/effects.r b/R/effects.r index b608745..c59ddcb 100644 --- a/R/effects.r +++ b/R/effects.r @@ -186,6 +186,33 @@ getEffects<- function(x, nintn = 10, behNintn=4, getDocumentation=FALSE, onePeri symmetric, constant=TRUE, name=varname) objEffects <- rbind(objEffects, tmp$objEff) rateEffects <- rbind(rateEffects, tmp$rateEff) + +# I did not do the following, because it would lead to too many +# unneeded effects. Keep it as an example of how it could be done. +# for (jj in seq(along = xx$cCovars)) +# { +# if (jj != j) +# { +# tmp <- doubleCovarNetEff(names(xx$cCovars)[j], +# names(xx$cCovars)[jj], name=varname) +# objEffects <- rbind(objEffects, tmp$objEff) +# } +# } +# for (jj in seq(along = xx$vCovars)) +# { +# tmp <- doubleCovarNetEff(names(xx$cCovars)[j], +# names(xx$vCovars)[jj], name=varname) +# objEffects <- rbind(objEffects, tmp$objEff) +# } +# for (jj in seq(along = xx$depvars)) +# { +# if (types[jj] =='behavior') +# { +# tmp <- doubleCovarNetEff(names(xx$cCovars)[j], +# names(xx$depvars)[jj], name=varname) +# objEffects <- rbind(objEffects, tmp$objEff) +# } +# } } } for (j in seq(along=xx$depvars)) @@ -202,7 +229,7 @@ getEffects<- function(x, nintn = 10, behNintn=4, getDocumentation=FALSE, onePeri } } for (j in seq(along=xx$vCovars)) - { + { if (attr(xx$vCovars[[j]], 'nodeSet') == nodeSet) { tmp <- covarOneModeEff(names(xx$vCovars)[j], @@ -1018,7 +1045,27 @@ getEffects<- function(x, nintn = 10, behNintn=4, getDocumentation=FALSE, onePeri 'moreThan2'), covNodeset, name=varname) objEffects <- rbind(objEffects, tmp$objEff) - rateEffects <- rbind(rateEffects, tmp$rateEff) + rateEffects <- rbind(rateEffects, tmp$rateEff) + for (jj in seq(along = xx$cCovars)) + { + if ((jj != j) & (nodeSets[1]==attr(xx$cCovars[[j]], "nodeSet")) + & (nodeSets[2]==attr(xx$cCovars[[jj]], "nodeSet"))) + { + tmp <- doubleCovarNetEff(names(xx$cCovars)[j], + names(xx$cCovars)[jj], name=varname) + objEffects <- rbind(objEffects, tmp$objEff) + } + } + for (jj in seq(along = xx$vCovars)) + { + if ((nodeSets[1]==attr(xx$cCovars[[j]], "nodeSet")) + & (nodeSets[2]==attr(xx$vCovars[[jj]], "nodeSet"))) + { + tmp <- doubleCovarNetEff(names(xx$cCovars)[j], + names(xx$vCovars)[jj], name=varname) + objEffects <- rbind(objEffects, tmp$objEff) + } + } } } for (j in seq(along=xx$depvars)) @@ -1213,7 +1260,7 @@ getEffects<- function(x, nintn = 10, behNintn=4, getDocumentation=FALSE, onePeri groupName=groupName, group=group, netType=netType) } - + if (constant) { covObjEffects <- @@ -1245,6 +1292,18 @@ getEffects<- function(x, nintn = 10, behNintn=4, getDocumentation=FALSE, onePeri list(objEff=covObjEffects, rateEff=covRateEffects) } + + ##@doubleCovarNetEff internal getEffects + doubleCovarNetEff<- function(covarname1, covarname2, name) + { + covObjEffects <- createEffects("doubleCovarNetObjective", + covarname1,covarname2, + name=name, + groupName=groupName, group=group, + netType=netType) + list(objEff=covObjEffects, rateEff=NULL) + } + ##@covarBipartiteEff internal getEffects covarBipartiteEff<- function(covarname, poszvar, moreThan2, nodesetNbr, name) @@ -1257,10 +1316,10 @@ getEffects<- function(x, nintn = 10, behNintn=4, getDocumentation=FALSE, onePeri name=varname, groupName=groupName, group=group, netType=netType) - # restrict to covariates on first node set + # restrict to covariates on first node set, but also include sameX covObjEffects <- covObjEffects[covObjEffects$shortName %in% - c("egoX", "egoSqX", "egoLThresholdX", "egoRThresholdX", + c("egoX", "egoSqX", "sameX", "egoLThresholdX", "egoRThresholdX", "degAbsDiffX", "degPosDiffX", "degNegDiffX", "altInDist2", "totInDist2", "simEgoInDist2", "sameEgoInDist2", "sameXInPop", "diffXInPop", diff --git a/R/effectsDocumentation.r b/R/effectsDocumentation.r index 14f00aa..3fedf48 100644 --- a/R/effectsDocumentation.r +++ b/R/effectsDocumentation.r @@ -87,6 +87,7 @@ effectsDocumentation <- function(effects= NULL, type="html", "dyadBipartiteObjective", "dyadSecondBipartiteObjective", "covarBipartiteObjective", + "doubleCovarNetObjective", "unspecifiedNetInteraction", "bipartiteNonSymmetricObjective", "bipartiteSymmetricObjective", diff --git a/checkEffects.R b/checkEffects.R index 3c7bddc..66482b2 100644 --- a/checkEffects.R +++ b/checkEffects.R @@ -27,7 +27,7 @@ mycontrols <- sienaAlgorithmCreate(projname=NULL, seed=1234) mymodel <- getEffects(mydata) mymodel <- includeEffects(mymodel,from.w.ind, name='mynet2', - interaction1='mynet1', interaction2='mynet1') + interaction1='mynet1', interaction2='mynet1') ans2 <- siena07(mycontrols, data=mydata, effects=mymodel) ans2 ans2$targets @@ -44,7 +44,7 @@ sum(tpw*s503) sum(tpw2*s503) # OK (mymodel <- setEffect(mymodel,from.w.ind, name='mynet2', - interaction1='mynet1', interaction2='mynet1', parameter=2)) + interaction1='mynet1', interaction2='mynet1', parameter=2)) ans2 <- siena07(mycontrols, data=mydata, effects=mymodel) ans2 ans2$targets @@ -55,7 +55,7 @@ sum(tpw3*s503) # OK mymodel <- getEffects(mydata) (mymodel <- setEffect(mymodel,from.w.ind, name='mynet2', - interaction1='mynet1', interaction2='mynet1', parameter=-1)) + interaction1='mynet1', interaction2='mynet1', parameter=-1)) (ans2 <- siena07(mycontrols, data=mydata, effects=mymodel)) ans2$targets ind3 <- diag(1/(colSums(s501) + 1)) @@ -65,7 +65,7 @@ sum(tpw3*s503) # OK mymodel <- getEffects(mydata) (mymodel <- setEffect(mymodel,from.w.ind, name='mynet2', - interaction1='mynet1', interaction2='mynet3', parameter=-1)) + interaction1='mynet1', interaction2='mynet3', parameter=-1)) (ans3 <- siena07(mycontrols, data=mydata, effects=mymodel)) ans3$targets ind3 <- diag(1/(colSums(s503) + 1)) @@ -75,7 +75,7 @@ sum(tpw3*s503) # OK mymodel <- getEffects(mydata) (mymodel <- setEffect(mymodel,from.w.ind, name='mynet2', - interaction1='mynet1', interaction2='mynet3', parameter=+1)) + interaction1='mynet1', interaction2='mynet3', parameter=+1)) (ans3 <- siena07(mycontrols, data=mydata, effects=mymodel)) ans3$targets ind3 <- diag(colSums(s503)) @@ -502,7 +502,7 @@ mycov <- coCovar(s50s[,2]) mydata <- sienaDataCreate(mynet, mybeh, mycov) mymodel <- getEffects(mydata) (mymodel <- includeEffects(mymodel,RateX,type='rate', - name='mybeh',interaction1='mycov')) + name='mybeh',interaction1='mycov')) mycontrols <- sienaAlgorithmCreate(projname=NULL) (ans <- siena07(mycontrols, data=mydata, effects=mymodel)) ans$targets @@ -512,7 +512,7 @@ sum((mycov-mco)*abs(mybeh[,,1]-mybeh[,,2])) # OK RateX mymodel <- getEffects(mydata) (mymodel <- includeEffects(mymodel,RateX,type='rate', - name='mybeh',interaction1='mybeh')) + name='mybeh',interaction1='mybeh')) (ans <- siena07(mycontrols, data=mydata, effects=mymodel)) ans$targets sum(abs(mybeh[,,1]-mybeh[,,2])) # OK rate @@ -554,7 +554,7 @@ mymodel.r <- getEffects(mydata.r) mymodel0.r <- updateTheta(mymodel.r, ans.r) mymodel <- includeEffects(mymodel0,avExposure,type='rate', - name='mybeh',interaction1='mynet') + name='mybeh',interaction1='mynet') (ans1 <- siena07(mycontrols4, data=mydata, effects=mymodel)) ans1$targets sum(sm2-sm1) # OK rate @@ -567,7 +567,7 @@ sum((sm2-sm1)*eff) # this is not the target statistic for avExposure sum((sm2-sm1)*eff00) # OK avExposure (mymodel5 <- setEffect(mymodel0,avExposure,type='rate', parameter=2, - name='mybeh',interaction1='mynet')) + name='mybeh',interaction1='mynet')) (ans5 <- siena07(mycontrols4, data=mydata, effects=mymodel5, prevAns=ans1)) ans5$targets eff3 <- apply(s501,1,function(x){sum(x*sm1)}) @@ -577,7 +577,7 @@ outd <- rowSums(s501) sum((sm2-sm1)*divi(eff35, outd)) # OK avExposure p=2 (mymodel6.r <- setEffect(mymodel.r, avExposure,type='rate', parameter=-2, - name='mybeh.r',interaction1='mynet')) + name='mybeh.r',interaction1='mynet')) (ans6.r <- siena07(mycontrols4, data=mydata.r, effects=mymodel6.r, prevAns=ans5)) ans6.r$targets eff3.r <- apply(s501,1,function(x){sum(x*sm1r)}) @@ -587,7 +587,7 @@ eff56[eff56>2] <- 2 sum((sm2-sm1r)*divi(eff56, outd)) # OK avExposure p=-2 (mymodel2 <- setEffect(mymodel0,totExposure,type='rate', - name='mybeh',interaction1='mynet')) + name='mybeh',interaction1='mynet')) (ans2 <- siena07(mycontrols4, data=mydata, effects=mymodel2)) ans2$targets sum(sm2-sm1) # OK rate @@ -595,7 +595,7 @@ eff3 <- apply(s501,1,function(x){sum(x*sm1)}) sum((sm2-sm1)*eff3) # OK totExposure (mymodel3 <- setEffect(mymodel0,totExposure,type='rate', parameter=2, - name='mybeh',interaction1='mynet')) + name='mybeh',interaction1='mynet')) (ans3 <- siena07(mycontrols4, data=mydata, effects=mymodel3, prevAns=ans2)) ans3$targets eff3 <- apply(s501,1,function(x){sum(x*sm1)}) @@ -604,7 +604,7 @@ eff32[eff32==1] <- 0 sum((sm2-sm1)*eff32) # OK totExposure p=2 (mymodel4.r <- setEffect(mymodel0.r,totExposure,type='rate', parameter=-2, - name='mybeh.r',interaction1='mynet')) + name='mybeh.r',interaction1='mynet')) (ans4.r <- siena07(mycontrols4, data=mydata.r, effects=mymodel4.r, prevAns=ans3)) ans4.r$targets eff3.r <- apply(s501,1,function(x){sum(x*sm1r)}) @@ -614,7 +614,7 @@ eff34.r[eff34.r>2] <- 2 sum((sm2-sm1r)*eff34.r) # OK totExposure p=-2 (mymodel6 <- setEffect(mymodel,infectIn,type='rate', - name='mybeh',interaction1='mynet')) + name='mybeh',interaction1='mynet')) (ans6 <- siena07(mycontrols4, data=mydata, effects=mymodel6)) ans6$targets ind <- colSums(s501) @@ -623,7 +623,7 @@ eff7 <- vapply(1:50, function(i){sum(s501[i,]*ind*sm1)}, FUN.VALUE=1) sum((sm2-sm1)*eff7) # OK infectIn (mymodel7 <- setEffect(mymodel,infectIn,type='rate', parameter=2, - name='mybeh',interaction1='mynet')) + name='mybeh',interaction1='mynet')) (ans7 <- siena07(mycontrols4, data=mydata, effects=mymodel7, prevAns=ans6)) ans7$targets eff72 <- eff7 @@ -631,7 +631,7 @@ eff72[eff3<2] <- 0 sum((sm2-sm1)*eff72) # OK infectIn p=2 (mymodel8 <- setEffect(mymodel0,infectOut,type='rate', parameter=2, - name='mybeh', interaction1='mynet')) + name='mybeh', interaction1='mynet')) (ans8 <- siena07(mycontrols4, data=mydata, effects=mymodel8)) ans8$targets outd <- rowSums(s501) @@ -642,8 +642,8 @@ eff82[eff3<2] <- 0 sum((sm2-sm1)*eff82) # OK infectOut p=2 (mymodel9 <- setEffect(mymodel0,infectCovar,type='rate', - name='mybeh', interaction1='mynet', - interaction2='mycov')) + name='mybeh', interaction1='mynet', + interaction2='mycov')) (ans9 <- siena07(mycontrols4, data=mydata, effects=mymodel9)) ans9$targets (mcm <- mean(mycov)) @@ -651,8 +651,8 @@ eff9 <- vapply(1:50, function(i){sum(s501[i,]*(mycov-mcm)*sm1)}, FUN.VALUE=1) sum((sm2-sm1)*eff9) # infectCovar OK (mymodelA <- setEffect(mymodel.r,infectCovar,type='rate', parameter=2, - name='mybeh.r', interaction1='mynet', - interaction2='mycov')) + name='mybeh.r', interaction1='mynet', + interaction2='mycov')) (ansA <- siena07(mycontrols4, data=mydata.r, effects=mymodelA, prevAns=ans9)) ansA$targets # eff3 <- apply(s501,1,function(x){sum(x*sm1r)}) @@ -663,7 +663,7 @@ effA2[eff3==1] <- 0 sum((sm2-sm1r)*effA2) # OK infectCovar p=2 (mymodelB <- setEffect(mymodel0.r,susceptAvIn,type='rate', - name='mybeh.r',interaction1='mynet')) + name='mybeh.r',interaction1='mynet')) (ansB <- siena07(mycontrols4, data=mydata.r, effects=mymodelB)) ansB$targets eff3 <- apply(s501,1,function(x){sum(x*sm1r)}) @@ -671,7 +671,7 @@ outd <- rowSums(s501) sum((sm2-sm1r)*colSums(s501)*divi(eff3, outd)) # OK susceptAvIn (mymodelC <- setEffect(mymodel0.r, susceptAvIn,type='rate', parameter=2, - name='mybeh.r',interaction1='mynet')) + name='mybeh.r',interaction1='mynet')) (ansC <- siena07(mycontrols4, data=mydata.r, effects=mymodelC, prevAns=ansB)) ansC$targets eff35 <- eff3 @@ -679,7 +679,7 @@ eff35[eff3==1] <- 0 sum((sm2-sm1r)*colSums(s501)*divi(eff35, outd)) # OK susceptAvIn p=2 (mymodelD <- setEffect(mymodel0.r,susceptAvIn,type='rate', parameter=-2, - name='mybeh.r',interaction1='mynet')) + name='mybeh.r',interaction1='mynet')) (ansD <- siena07(mycontrols4, data=mydata.r, effects=mymodelD, prevAns=ansC)) ansD$targets eff35[eff3>2] <- 2 @@ -687,8 +687,8 @@ outd <- rowSums(s501) sum((sm2-sm1r)*colSums(s501)*divi(eff35, outd)) # OK susceptAvIn p=-2 (mymodelE <- setEffect(mymodel0.r,susceptAvCovar,type='rate', parameter=0, - name='mybeh.r',interaction1='mynet', - interaction2='mycov')) + name='mybeh.r',interaction1='mynet', + interaction2='mycov')) (ansE <- siena07(mycontrols4, data=mydata.r, effects=mymodelE)) ansE$targets eff3 <- apply(s501,1,function(x){sum(x*sm1r)}) @@ -698,16 +698,16 @@ outd <- rowSums(s501) sum((sm2-sm1r)*(mycov-mcm)*divi(eff35, outd)) # susceptAvCovar OK (mymodelE1 <- setEffect(mymodel0.r,susceptAvCovar,type='rate', parameter=2, - name='mybeh.r',interaction1='mynet', - interaction2='mycov')) + name='mybeh.r',interaction1='mynet', + interaction2='mycov')) (ansE1 <- siena07(mycontrols4, data=mydata.r, effects=mymodelE1, prevAns=ansE)) ansE1$targets eff35[eff3==1] <- 0 sum((sm2-sm1r)*(mycov-mcm)*divi(eff35, outd)) # susceptAvCovar p=2 OK. (mymodelF <- setEffect(mymodel0.r,susceptAvCovar,type='rate', parameter=-2, - name='mybeh.r',interaction1='mynet', - interaction2='mycov')) + name='mybeh.r',interaction1='mynet', + interaction2='mycov')) (ansF <- siena07(mycontrols4, data=mydata.r, effects=mymodelF, prevAns=ansE1)) ansF$targets eff35[eff3>2] <- 2 @@ -720,13 +720,7 @@ sum((sm2-sm1r)*(mycov-mcm)*divi(eff35, outd)) # susceptAvCovar p=-2 OK mynet1 <- sienaDependent(array(c(s501, s502), dim=c(50, 50, 2))) mynet2 <- sienaDependent(array(c(s502, s503), dim=c(50, 50, 2))) -# construct actor covariate -in1 <- colSums(s501) -out1 <- rowSums(s501) -center <- in1 + out1 -center <- 1*(center >= 5) -central <- coCovar(center) -mydata <- sienaDataCreate(mynet1, mynet2, central) +mydata <- sienaDataCreate(mynet1, mynet2) mycontrols <- sienaAlgorithmCreate(projname=NULL, seed=1234) mymodel <- getEffects(mydata) @@ -1062,7 +1056,7 @@ mymodel <- setEffect(mymodel,avInAltW, name = 'beh', (ans1 <- siena07(mycontrols, data = mydata, effects = mymodel)) ans1$targets avinwalt <- divi( ((dcova - mdc)*t(s501)) %*% (beh[,,2] - mbh), - rowSums(t(s501)*(dcova-mdc))) + rowSums(t(s501)*(dcova-mdc))) sum( (beh[,,2] - mbh) * avinwalt ) # avInAltW OK # avWInAlt @@ -1299,7 +1293,7 @@ recipients <- sienaNodeSet(10, nodeSetName="recipients") # Make dependent networks and behaviour network <- sienaDependent(array(c(wave1, wave2), dim=c(12,10,2)), type="bipartite", nodeSet=c("senders","recipients"), - allowOnly=FALSE) + allowOnly=FALSE) # Make covariates covaralt <- coCovar(covalt, nodeSet="recipients") @@ -1475,7 +1469,7 @@ recipients <- sienaNodeSet(10, nodeSetName="recipients") # Make dependent network network <- sienaDependent(array(c(wave1, wave2), dim=c(30,10,2)), type="bipartite", nodeSet=c("senders","recipients"), - allowOnly=FALSE) + allowOnly=FALSE) # Make behavior w1 <- 1:30 w12 <- 1:30 + runif(30, 0, 0.5) - 0.25 @@ -1638,7 +1632,7 @@ for (i in seq_along(depva)) { simi0 <- matrix(NA, length(depva),length(depva)) for (i in seq_along(depva)) { for(j in seq_along(depva)){simi0[i,j] <- - ifelse((ind[j] - mynet[i,j,1])>0, 1 - (abs(depva[i] - vv[j,i])/range.c) - sme, 0)}} + ifelse((ind[j] - mynet[i,j,1])>0, 1 - (abs(depva[i] - vv[j,i])/range.c) - sme, 0)}} sum(divi(rowSums(mynet[,,1]*simi0), outd)) # OK avInSimDist2 # The treatment of cases with ind[j] - mynet[i,j,2] = 0 is a bit different: @@ -1664,7 +1658,7 @@ for (i in seq_along(depva)) { simi0 <- matrix(NA, length(depva),length(depva)) for (i in seq_along(depva)) { for(j in seq_along(depva)){simi0[i,j] <- - ifelse((ind[j] - mynet[i,j,1])>0, 1 - (abs(depva[i] - vv[j,i])/range.c) - sme, 0)}} + ifelse((ind[j] - mynet[i,j,1])>0, 1 - (abs(depva[i] - vv[j,i])/range.c) - sme, 0)}} sum(mynet[,,1]*simi0) # OK totInSimDist2 @@ -1702,10 +1696,10 @@ sum(divi(rowSums(s503), sqrt(rowSums(s501)))) # divOutEgoIntn OK mymodel <- getEffects(mydata) mymodel <- setEffect(mymodel,outActIntnX, name='mynet2', interaction1='mynet1', - interaction2='alc', parameter=1, include=FALSE) + interaction2='alc', parameter=1, include=FALSE) mymodel <- setEffect(mymodel,divOutEgoIntn, name='mynet2', interaction1='mynet1', parameter=1, include=FALSE) (mymodel <- includeInteraction(mymodel,outActIntnX,divOutEgoIntn, name='mynet2', - interaction1=c('mynet1', 'mynet1'), interaction2=c('alc', ''))) + interaction1=c('mynet1', 'mynet1'), interaction2=c('alc', ''))) (ans <- siena07(mycontrols, data=mydata, effects=mymodel)) ans$targets # 115.0 116.0 70.0 106.0 122.0 90.0 30.5 @@ -1719,10 +1713,10 @@ mynet2 <- sienaDependent(array(c(s502, s503), dim=c(50, 50, 2))) alc <- coCovar(s50a[,2]-1, centered=FALSE) mydata <- sienaDataCreate(mynet1, mynet2, alc) mymodel <- setEffect(mymodel,outActIntnX, name='mynet2', interaction1='mynet1', - interaction2='alc', parameter=2, include=FALSE) + interaction2='alc', parameter=2, include=FALSE) mymodel <- setEffect(mymodel,divOutEgoIntn, name='mynet2', interaction1='mynet1', parameter=2, include=FALSE) (mymodel <- includeInteraction(mymodel,outActIntnX,divOutEgoIntn, name='mynet2', - interaction1=c('mynet1', 'mynet1'), interaction2=c('alc', ''))) + interaction1=c('mynet1', 'mynet1'), interaction2=c('alc', ''))) (ans <- siena07(mycontrols, data=mydata, effects=mymodel)) ans$targetss # 115.0000 116.0000 70.0000 106.0000 122.0000 90.0000 179.2528 @@ -1823,7 +1817,7 @@ sum(s502*pmin(a,1)) # OK ################################################################################ (mydata <- sienaDataCreate( - mybeh = sienaDependent(s50a[,1:2], type="behavior"))) + mybeh = sienaDependent(s50a[,1:2], type="behavior"))) mymodel <- getEffects(mydata) mymodel <- includeEffects(mymodel, linear, quad, include=FALSE) @@ -1925,3 +1919,279 @@ mymodel <- getEffects(mydata) ans$targets sum(pmax(rowSums(s502)-3,0)) # 11 OK + + +################################################################################ +### check outOutDist2ActIntn and outOutDist2AvIntn +################################################################################ + +mynet1 <- sienaDependent(array(c(s501, s502), dim=c(50, 50, 2))) +mynet2 <- sienaDependent(array(c(s502, s503), dim=c(50, 50, 2))) +mydata <- sienaDataCreate(mynet1, mynet2) +mycontrols <- sienaAlgorithmCreate(projname=NULL, seed=1234) + +mymodel <- getEffects(mydata) +mymodel <- setEffect(mymodel, outOutDist2ActIntn, name="mynet1", interaction1="mynet2", parameter=1) +(ans <- siena07(mycontrols, data=mydata, effects=mymodel)) +ans$targets +sum(rowSums(s502)) # ok outdegree +sum(rowSums(s502 * t(s502))) # OK recip +(avdeg <- mean(rowSums(s502) + rowSums(s501))/2) +twop <- s502 %*% t(s502) +sum(rowSums(s502)* (twop %*% (rowSums(s502) - avdeg))) # OK outOutDist2ActIntn + +mymodel2 <- getEffects(mydata) +mymodel2 <- setEffect(mymodel2, outOutDist2ActIntn, name="mynet1", interaction1="mynet2", parameter=2) +(ans2 <- siena07(mycontrols, data=mydata, effects=mymodel2)) +ans2$targets +sum(rowSums(s502)* (twop %*% (sqrt(rowSums(s502)) - sqrt(avdeg)))) # OK outOutDist2ActIntn p=2 + +divi <- function(x,y){ifelse(y==0, 0, x/y)} +mymodel <- getEffects(mydata) +mymodel <- setEffect(mymodel, outOutDist2AvIntn, name="mynet1", interaction1="mynet2", parameter=1) +(ans <- siena07(mycontrols, data=mydata, effects=mymodel)) +ans$targets +(avdeg <- mean(rowSums(s502) + rowSums(s501))/2) +ntwopaths <- rowSums(twop) +sum(divi(rowSums(s502), ntwopaths)* (twop %*% (rowSums(s502) - avdeg))) # OK outOutDist2AvIntn + +mymodel2 <- getEffects(mydata) +mymodel2 <- setEffect(mymodel2, outOutDist2AvIntn, name="mynet1", interaction1="mynet2", parameter=2) +(ans2 <- siena07(mycontrols, data=mydata, effects=mymodel2)) +sum(divi(rowSums(s502), ntwopaths)* (twop %*% (sqrt(rowSums(s502)) - sqrt(avdeg)))) # OK outOutDist2AvIntn p=2 + + + +################################################################################ +### check sameXV +################################################################################ + +# Create fake network data +set.seed(12321) +wave1 <- matrix(0,12,10) +for(i in 1:120){ + wave1[i] <- sample(c(0,1),1, prob=c(0.7,0.3)) +} +wave2 <- wave1 +for (i in 1:120){ + wave2[i] <- abs(wave1[i] - 0.5 + sample(c(-0.5,0.5),1, prob=c(0.3,0.7))) +} + +# Identify nodesets +senders <- sienaNodeSet(12, nodeSetName="senders") +recipients <- sienaNodeSet(10, nodeSetName="recipients") + +# Make dependent networks +network <- sienaDependent(array(c(wave1, wave2), dim=c(12,10,2)), + type="bipartite", nodeSet=c("senders","recipients"), + allowOnly=FALSE) + +# Make covariates +covarego <- coCovar(c(rep(1,6), rep(2,6)), nodeSet="senders", centered=FALSE) +covaralt <- coCovar(c(rep(1,5), rep(2,5)), nodeSet="recipients", centered=FALSE) + +# Put it all together +(nbdata <- sienaDataCreate(network, covaralt, covarego, + nodeSets=list(senders,recipients))) +mycontrols <- sienaAlgorithmCreate(projname=NULL, seed=1234) + +# Do the analysis +nbEffects <- getEffects(nbdata) +nbEffects <- setEffect(nbEffects, sameXV, interaction1="covarego", interaction2="covaralt") +(ans <- siena07(mycontrols, data=nbdata, effects=nbEffects)) +ans$targets +sum(wave2 * outer(covarego, covaralt, "==")) # 23 OK + + +################################################################################ +### check inPopOutW +################################################################################ + +mynet1 <- sienaDependent(array(c(s501, s502), dim=c(50, 50, 2))) +mynet2 <- sienaDependent(array(c(s502, s503), dim=c(50, 50, 2))) +mydata <- sienaDataCreate(mynet1, mynet2) +mycontrols <- sienaAlgorithmCreate(projname=NULL, seed=1234) +mymodel <- getEffects(mydata) +(mymodel <- setEffect(mymodel, inPopOutW, name="mynet2", interaction1="mynet1", parameter=1)) +(ans <- siena07(mycontrols, data=mydata, effects=mymodel)) +ans$targets +# 115 116 70 106 122 90 756 +sum(s503*t(s503)) # recip 90 OK +intwostarsX <- (s503) %*% t(s503) +diag(intwostarsX) <- 0 +outdW <- rowSums(s501) +sum(intwostarsX %*% outdW) # 756 OK inPopOutW + +mymodel <- getEffects(mydata) +(mymodel <- setEffect(mymodel, inPopOutW, name="mynet2", interaction1="mynet1", parameter=2)) +(ans <- siena07(mycontrols, data=mydata, effects=mymodel)) +ans$targets +# 115 116 70 106 122 90 455.8157 +sum(s503*t(s503)) # recip 90 OK +intwostarsX <- (s503) %*% t(s503) +diag(intwostarsX) <- 0 +outdW <- rowSums(s501) +sum(intwostarsX %*% sqrt(outdW)) # 455.8157 OK inPopOutW + +mymodel <- getEffects(mydata) +(mymodel <- setEffect(mymodel, inPopOutW, name="mynet2", interaction1="mynet1", parameter=3)) +(ans <- siena07(mycontrols, data=mydata, effects=mymodel)) +ans$targets +# 115 116 70 106 122 90 91.9 +sum(s503*t(s503)) # recip 90 OK +intwostarsX <- (s503) %*% t(s503) +diag(intwostarsX) <- 0 +outdW <- rowSums(s501) +mW <- mean(rowSums(s501) + rowSums(s502))/2 +sum(intwostarsX %*% (outdW - mW)) # 91.9 OK inPopOutW + +mymodel <- getEffects(mydata) +(mymodel <- setEffect(mymodel, inPopOutW, name="mynet2", interaction1="mynet1", parameter=3)) +(ans <- siena07(mycontrols, data=mydata, effects=mymodel)) +ans$targets +# 115 116 70 106 122 90 91.9 +sum(s503*t(s503)) # recip 90 OK +intwostarsX <- (s503) %*% t(s503) +diag(intwostarsX) <- 0 +outdW <- rowSums(s501) +mW <- mean(rowSums(s501) + rowSums(s502))/2 +sum(intwostarsX %*% (outdW - mW)) # 91.9 OK inPopOutW + +# Now check inPopOutW for bipartite +# Identify nodesets +senders <- sienaNodeSet(50, nodeSetName="senders") +recipients <- sienaNodeSet(30, nodeSetName="recipients") +mynet1 <- sienaDependent(array(c(s501, s502), dim=c(50, 50, 2)), nodeSet="senders") +mynet2 <- sienaDependent(array(c(s502[,1:30], s503[,1:30]), dim=c(50, 30, 2)), + nodeSet=c("senders","recipients"), allowOnly=FALSE) +mydata <- sienaDataCreate(mynet1, mynet2, + nodeSets=list(senders,recipients)) +mycontrols <- sienaAlgorithmCreate(projname=NULL, seed=1234) +mymodel <- getEffects(mydata) +mymodel <- setEffect(mymodel, inPopOutW, name="mynet2", interaction1="mynet1", parameter=1) +(ans <- siena07(mycontrols, data=mydata, effects=mymodel)) +ans$targets +# 115 116 70 60 67 384 +intwostarsX <- (s503[,1:30]) %*% t(s503[,1:30]) +diag(intwostarsX) <- 0 +outdW <- rowSums(s501) +sum(intwostarsX %*% outdW) # 384 OK inPopOutW + + + +################################################################################ +### check sameXVInPop and sameXVInPop2 +################################################################################ + +# Create fake network data +set.seed(12321) +wave1 <- matrix(0,12,10) +for(i in 1:120){ + wave1[i] <- sample(c(0,1),1, prob=c(0.7,0.3)) +} +wave2 <- wave1 +for (i in 1:120){ + wave2[i] <- abs(wave1[i] - 0.5 + sample(c(-0.5,0.5),1, prob=c(0.3,0.7))) +} + +# Identify nodesets +senders <- sienaNodeSet(12, nodeSetName="senders") +recipients <- sienaNodeSet(10, nodeSetName="recipients") + +# Make dependent networks +network <- sienaDependent(array(c(wave1, wave2), dim=c(12,10,2)), + type="bipartite", nodeSet=c("senders","recipients"), + allowOnly=FALSE) +# Make covariates +covarego <- coCovar(c(1,3,3,4,2,1,1,4,2,3,3,3), nodeSet="senders", centered=FALSE) +covaralt <- coCovar(c(1,3,3,4,1,1,4,3,3,3), nodeSet="recipients", centered=FALSE) + +# Put it all together +(nbdata <- sienaDataCreate(network, covaralt, covarego, + nodeSets=list(senders,recipients))) +mycontrols <- sienaAlgorithmCreate(projname=NULL, seed=1234) + +# Do the analysis +nbEffects <- getEffects(nbdata) +nbEffects <- setEffect(nbEffects, sameXVInPop, interaction1="covarego", interaction2="covaralt", + parameter=1) +(ans <- siena07(mycontrols, data=nbdata, effects=nbEffects)) +ans$targets +sum((t(wave2) %*% outer(covarego, covarego, "==") %*% wave2) * outer(covaralt, covaralt, "==")) # 320 OK +sum(wave2 * (outer(covarego, covarego, "==") %*% wave2 %*% outer(covaralt, covaralt, "=="))) # 320 OK + +nbEffects <- setEffect(nbEffects, sameXVInPop, interaction1="covarego", interaction2="covaralt", + parameter=2) +(ans <- siena07(mycontrols, data=nbdata, effects=nbEffects)) +ans$targets +sum(wave2 * sqrt((outer(covarego, covarego, "==") %*% + wave2 %*% outer(covaralt, covaralt, "==")))) # 131.0048 OK + +nbEffects <- getEffects(nbdata) +nbEffects <- setEffect(nbEffects, sameXVInPop, interaction1="covarego", interaction2="covaralt", + parameter=3) +(ans <- siena07(mycontrols, data=nbdata, effects=nbEffects)) +ans$targets +sum(wave2 * ((outer(covarego, covarego, "==") %*% wave2 %*% outer(covaralt, covaralt, "=="))/ + (rowSums(outer(covarego, covarego, "==")) %*% t(colSums(outer(covaralt, covaralt, "==")))))) # 27.53778 OK + +nbEffects <- getEffects(nbdata) +nbEffects <- setEffect(nbEffects, sameXVInPop, interaction1="covarego", interaction2="covaralt", + parameter=4) +(ans <- siena07(mycontrols, data=nbdata, effects=nbEffects)) +(ans <- siena07(mycontrols, data=nbdata, effects=nbEffects, prevAns=ans)) +(ans <- siena07(mycontrols, data=nbdata, effects=nbEffects, prevAns=ans)) +ans$targets +sum(wave2 * sqrt(((outer(covarego, covarego, "==") %*% wave2 %*% outer(covaralt, covaralt, "=="))/ + (rowSums(outer(covarego, covarego, "==")) %*% t(colSums(outer(covaralt, covaralt, "=="))))))) # 39.04023 OK + + +nbEffects <- getEffects(nbdata) +nbEffects <- setEffect(nbEffects, sameXVInPop2, interaction1="covarego", interaction2="covaralt", + parameter=1) +(ans <- siena07(mycontrols, data=nbdata, effects=nbEffects)) +ans$targets +sum((t(wave2) %*% outer(covarego, covarego, "==") %*% wave2) * outer(covaralt, covaralt, "==")) # 320 OK +sum(wave2 * (outer(covarego, covarego, "==") %*% wave2 %*% outer(covaralt, covaralt, "=="))) # 320 OK + + +################################################################################ +### check crossXOutAct +################################################################################ + +mynet <- sienaDependent(array(c(s501, s502), dim=c(50, 50, 2))) +sets <- 1*((1:50) < 22) +binary <- coCovar(sets) +(mydata <- sienaDataCreate(mynet, binary)) +mycontrols <- sienaAlgorithmCreate(projname=NULL, seed=844) + +mymodel <- getEffects(mydata) +mymodel <- setEffect(mymodel, crossXOutAct, interaction1="binary", parameter=1) +(mymodel <- includeEffects(mymodel, outAct)) +(ans <- siena07(mycontrols, data=mydata, effects=mymodel)) +ans$targets +# check target statistics: outdegree activity +sum(rowSums(s502)) # 116 OK +sum((rowSums(s502))^2) # 350 OK +# check target statistics: crossXOutAct +mat <- outer(1:50,1:50,function(i,j){sets[i]==sets[j]}) +diag(mat) <- 0 +matt <- 1-mat +diag(matt) <- 0 +sum((rowSums(s502 * mat))*(rowSums(s502 * matt))) # 46 OK + +mymodel <- getEffects(mydata) +(mymodel <- setEffect(mymodel, crossXOutAct, interaction1="binary", parameter=2)) +(ans <- siena07(mycontrols, data=mydata, effects=mymodel)) +ans$targets # 116.00000 70.00000 38.68143 +# check target statistics: crossXOutAct parameter=2 +mat <- outer(1:50,1:50,function(i,j){sets[i]==sets[j]}) +diag(mat) <- 0 +sum((rowSums(s502 * mat))*sqrt(rowSums(s502 * matt))) # 38.68143 OK + +mymodel <- getEffects(mydata) +(mymodel <- setEffect(mymodel, crossXOutAct, interaction1="binary", parameter=3)) +(mymodel <- includeEffects(mymodel, outAct)) +(ans <- siena07(mycontrols, data=mydata, effects=mymodel)) +ans$targets # 116.00000 70.00000 350.00000 33.65613 +sum((rowSums(s502 * matt))*sqrt(rowSums(s502 * mat))) # 33.65613 OK diff --git a/data/allEffects.csv b/data/allEffects.csv index 9aa4732..b5dc009 100644 --- a/data/allEffects.csv +++ b/data/allEffects.csv @@ -230,8 +230,9 @@ covarSymmetricObjective,outd. act.^(1/#) weighted xxxxxx,indegree act.^(1/#) wei covarSymmetricObjective,same xxxxxx,number ties between same xxxxxx,sameX,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,dyadic,FALSE covarSymmetricObjective,unequal xxxxxx,number ties between different xxxxxx,unequalX,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,dyadic,FALSE covarSymmetricObjective,ind. pop. from dif. xxxxxx,indegree pop. from dif. values on xxxxxx,diffXInPop,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,dyadic,FALSE -covarSymmetricObjective,outd. act. to same xxxxxx,sum sqr. outd. to same values on xxxxxx,sameXOutAct,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,,FALSE -covarSymmetricObjective,outd. act. to dif. xxxxxx,sum sqr. outd. to dif. values on xxxxxx,diffXOutAct,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,,FALSE +covarSymmetricObjective,outd. act.^(1/#) to same xxxxxx,sum sqr. outd.^(1/#) to same values on xxxxxx,sameXOutAct,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,,FALSE +covarSymmetricObjective,outd. act.^(1/#) to dif. xxxxxx,sum sqr. outd.^(1/#) to dif. values on xxxxxx,diffXOutAct,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,,FALSE +covarSymmetricObjective,outd. act.^(1/#) to same-diff xxxxxx,sum sqr. outd. (#) to same-diff values on xxxxxx,crossXOutAct,FALSE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,,FALSE covarSymmetricObjective,outd. act. to hom. xxxxxx,sum sqr. outd. to hom. values on xxxxxx,homXOutAct,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,,FALSE covarSymmetricObjective,outd. act. weight alt. xxxxxx,sum sqr. outd. weight alt. xxxxxx,altXOutAct,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,,FALSE covarSymmetricObjective,trans. triads intermed. xxxxxx,Number of trans. triads intermed. weight xxxxxx,transTripX,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,,FALSE @@ -239,6 +240,7 @@ covarSymmetricObjective,transitive triads same xxxxxx,Number of transitive triad covarSymmetricObjective,transitive triads diff. xxxxxx,Number of transitive triads diff. on xxxxxx,diffXTransTrip,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,,FALSE covarSymmetricObjective,transitive triplets homog. xxxxxx,Number of transitive triplets homogeneous on xxxxxx,homXTransTrip,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,,FALSE covarSymmetricObjective,transitive triads jumping xxxxxx,Number of transitive triads jumping xxxxxx,jumpXTransTrip,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,,FALSE +covarSymmetricObjective,4-cycles (#) same xxxxxx,sum 4-cycles^1/# same xxxxxx,sameXCycle4,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,,FALSE covarSymmetricObjective,xxxxxx ego x xxxxxx alter,xxxxxx ego x xxxxxx alter,egoXaltX,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,dyadic,FALSE covarSymmetricObjective,xxxxxx of indirect ties,xxxxxx of indirect ties,IndTies,FALSE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,dyadic,FALSE covarSymmetricObjective,xxxxxx alter at dist 2 (#),xxxxxx alter at dist 2 (#),altDist2,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,dyadic,FALSE @@ -275,6 +277,9 @@ covarBipartiteObjective,4-cycles (#) same xxxxxx,sum 4-cycles^1/# same xxxxxx,sa covarBipartiteObjective,outd. act. to hom. xxxxxx,sum sqr. outd. to hom. values on xxxxxx,homXOutAct,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,,FALSE covarBipartiteObjective,outd. act. weight alt. xxxxxx,sum sqr. outd. weight alt. xxxxxx,altXOutAct,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,,FALSE covarBipartiteObjective,xxxxxx group-av. ego,Sum of outdegr. x aver. xxxxxx,avGroupEgoX,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,ego,FALSE +doubleCovarNetObjective,same xxxxxx-yyyyyy,number ties between same xxxxxx-yyyyyy,sameXV,TRUE,xxxxxx,yyyyyy,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,dyadic,FALSE +doubleCovarNetObjective,ind. pop. from same xxxxxx to same yyyyyy,ind. pop. from same xxxxxx to same yyyyyy,sameXVInPop,TRUE,xxxxxx,yyyyyy,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,3,objective,NA,NA,0,0,0,0,dyadic,FALSE +doubleCovarNetObjective,ind. pop. from same xxxxxx to same yyyyyy,ind. pop. from same xxxxxx to same yyyyyy,sameXVInPop2,TRUE,xxxxxx,yyyyyy,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,3,objective,NA,NA,0,0,0,0,dyadic,FALSE covarNonSymmetricObjective,xxxxxx alter,Sum indegrees x xxxxxx,altX,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,dyadic,FALSE covarNonSymmetricObjective,xxxxxx squared alter,Sum indegrees x sq. xxxxxx,altSqX,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,dyadic,FALSE covarNonSymmetricObjective,xxxxxx left thr. (#) alter,Sum indegr. * (xxxxxx <= #),altLThresholdX,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,dyadic,FALSE @@ -307,10 +312,11 @@ covarNonSymmetricObjective,ind. act.^(1/#) weighted xxxxxx,indegree act.^(1/#) w covarNonSymmetricObjective,outd. act.^(1/#) weighted xxxxxx,outdegree act.^(1/#) weighted xxxxxx,outActX,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,dyadic,FALSE covarNonSymmetricObjective,ind. pop. from same xxxxxx,indegree pop. from same values on xxxxxx,sameXInPop,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,dyadic,FALSE covarNonSymmetricObjective,ind. pop. from dif. xxxxxx,indegree pop. from dif. values on xxxxxx,diffXInPop,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,dyadic,FALSE -covarNonSymmetricObjective,outd. act. to same xxxxxx,sum sqr. outd. to same values on xxxxxx,sameXOutAct,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,,FALSE +covarNonSymmetricObjective,outd. act.^(1/#) to same xxxxxx,sum sqr. outd. to same values on xxxxxx,sameXOutAct,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,,FALSE +covarNonSymmetricObjective,outd. act.^(1/#) to dif. xxxxxx,sum sqr. outd. to dif. values on xxxxxx,diffXOutAct,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,,FALSE +covarNonSymmetricObjective,outd. act.^(1/#) to same-diff xxxxxx,sum sqr. outd. (#) to same-diff values on xxxxxx,crossXOutAct,FALSE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,,FALSE covarNonSymmetricObjective,outd. act. to hom. xxxxxx,sum sqr. outd. to hom. values on xxxxxx,homXOutAct,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,,FALSE covarNonSymmetricObjective,outd. act. weight alt. xxxxxx,sum sqr. outd. weight alt. xxxxxx,altXOutAct,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,,FALSE -covarNonSymmetricObjective,outd. act. to dif. xxxxxx,sum sqr. outd. to dif. values on xxxxxx,diffXOutAct,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,,FALSE covarNonSymmetricObjective,rec.deg. act. to same xxxxxx,sum sqr. outd. to same values on xxxxxx,sameXReciAct,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,,FALSE covarNonSymmetricObjective,rec.deg. act. to dif. xxxxxx,sum sqr. outd. to dif. values on xxxxxx,diffXReciAct,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,,FALSE covarNonSymmetricObjective,trans. triplets intermed. xxxxxx,Number of trans. triplets intermed. weight xxxxxx,transTripX,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,,FALSE @@ -321,6 +327,7 @@ covarNonSymmetricObjective,transitive triplets jumping xxxxxx,Number of transiti covarNonSymmetricObjective,trans. rec. triads hom. xxxxxx,Number of transit. recipr. triads hom. on xxxxxx,homXTransRecTrip,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,,FALSE covarNonSymmetricObjective,trans. rec. triads same xxxxxx,Number of transit. recipr. triads same on xxxxxx,sameXTransRecTrip,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,,FALSE covarNonSymmetricObjective,trans. rec. triads diff. xxxxxx,Number of transit. recipr. triads diff. on xxxxxx,diffXTransRecTrip,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,,FALSE +covarNonSymmetricObjective,4-cycles (#) same xxxxxx,sum 4-cycles^1/# same xxxxxx,sameXCycle4,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,,FALSE covarNonSymmetricObjective,xxxxxx ego x xxxxxx alter,Sum xxxxxx ego x xxxxxx alter,egoXaltX,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,dyadic,FALSE covarNonSymmetricObjective,xxxxxx ego x xxxxxx alter x recipr.,Sum xxxxxx ego x xxxxxx rec.alter,egoXaltXRecip,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,dyadic,FALSE covarNonSymmetricObjective,higher xxxxxx,ego > alter for xxxxxx,higher,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,dyadic,FALSE @@ -505,6 +512,8 @@ nonSymmetricSymmetricSObjective,1/deg.^(1/#) xxxxxx ego, 1/deg.^(1/#) xxxxxx ego nonSymmetricSymmetricSObjective,av. degree xxxxxx,sum outd. x av. degree xxxxxx -#,avDegIntn,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,2,objective,NA,NA,0,0,0,0,ego,FALSE nonSymmetricSymmetricObjective,twopath^(1/#) xxxxxx activity,sum deg. x 2path^(1/#) xxxxxx,outOutActIntn,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,dyadic,FALSE nonSymmetricSymmetricObjective,twopath^(1/#) xxxxxx average,average deg. x 2path^(1/#) xxxxxx,outOutAvIntn,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,dyadic,FALSE +nonSymmetricSymmetricObjective,shared xxxxxx outdeg.^{1/#} act.,sum outd. x W-dist.2 outd.^(1/#) xxxxxx,outOutDist2ActIntn,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,dyadic,FALSE +nonSymmetricSymmetricObjective,shared xxxxxx av. outd.^{1/#} act.,av. outd. x W-dist.2 outd.^(1/#) xxxxxx,outOutDist2AvIntn,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,dyadic,FALSE nonSymmetricSymmetricObjective,both degrees^(1/#) xxxxxx,sum tied degree^(1/#) products xxxxxx,both,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,dyadic,FALSE nonSymmetricSymmetricObjective,deg.^(1/#) xxxxxx abs diff.,sum abs deg^(1/#) diff xxxxxx,absOutDiffIntn,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,dyadic,FALSE nonSymmetricSymmetricObjective,duplex xxxxxx outdegree^(1/#) activity,sum dupl. xxxxxx outdeg.^(1/#),doubleOutAct,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,2,objective,NA,NA,0,0,0,0,,FALSE @@ -514,7 +523,8 @@ nonSymmetricSymmetricSObjective,xxxxxx to any agreement,"mixed triplets W->X=>X, nonSymmetricSymmetricSObjective,XWX closure of xxxxxx,"trunc mixed tripl X->W=>X, W = xxxxxx",cl.XWX,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,,FALSE nonSymmetricSymmetricSObjective,closure of xxxxxx,"mixed triplets W->W=>X, W = xxxxxx",closure,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,dyadic,FALSE nonSymmetricSymmetricSObjective,mixed incoming with xxxxxx,"mixed XXW triplets, W = xxxxxx",mixedInXW,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,dyadic,FALSE -nonSymmetricSymmetricObjective,shared xxxxxx (#) to agreement,"mixed 4cycles WWXX, W = xxxxxx",sharedTo,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,,FALSE +nonSymmetricSymmetricObjective,shared xxxxxx (#) to agreement,"mixed 4cycles WWXX, W = xxxxxx",sharedTo,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,3,objective,NA,NA,0,0,0,0,,FALSE +nonSymmetricSymmetricObjective,ind. pop. by outd. xxxxxx (#),"mixed out-in-out-3paths XXW, W = xxxxxx",inPopOutW,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,dyadic,FALSE nonSymmetricSymmetricSObjective,Jaccard xxxxxx sim.,Jaccard xxxxxx sim.,JoutMix,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,2,objective,NA,NA,0,0,0,0,dyadic,FALSE nonSymmetricSymmetricSObjective,GWESP(#) xxxxxx,Numb. edgew. shrd. xxxxxx partn.(#),gwespMix,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,69,objective,NA,NA,0,0,0,0,dyadic,FALSE nonSymmetricNonSymmetricObjective,xxxxxx,sum crprod. with xxxxxx,crprod,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,dyadic,FALSE @@ -531,6 +541,8 @@ nonSymmetricNonSymmetricObjective,1/outdeg.^(1/#) xxxxxx alter, 1/outdeg.^(1/#) nonSymmetricNonSymmetricObjective,1/indeg.^(1/#) xxxxxx alter, 1/indeg.^(1/#) xxxxxx alter,divInAltIntn,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,2,objective,NA,NA,0,0,0,0,dyadic,FALSE nonSymmetricNonSymmetricObjective,twopath^(1/#) xxxxxx activity,sum deg. x 2path^(1/#) xxxxxx,outOutActIntn,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,dyadic,FALSE nonSymmetricNonSymmetricObjective,twopath^(1/#) xxxxxx average,average deg. x 2path^(1/#) xxxxxx,outOutAvIntn,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,dyadic,FALSE +nonSymmetricNonSymmetricObjective,shared xxxxxx outdeg.^{1/#} act.,sum outd. x W-dist.2 outd.^(1/#) xxxxxx,outOutDist2ActIntn,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,dyadic,FALSE +nonSymmetricNonSymmetricObjective,shared xxxxxx av. outd.^{1/#} act.,av. outd. x W-dist.2 outd.^(1/#) xxxxxx,outOutDist2AvIntn,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,dyadic,FALSE nonSymmetricNonSymmetricObjective,av. degree xxxxxx,sum outd. x av. outdegree xxxxxx -#,avDegIntn,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,2,objective,NA,NA,0,0,0,0,ego,FALSE nonSymmetricNonSymmetricObjective,outdeg.^(1/#) xxxxxx abs diff.,sum abs outdeg^(1/#) diff xxxxxx,absOutDiffIntn,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,dyadic,FALSE nonSymmetricNonSymmetricObjective,both degrees^(1/#) xxxxxx,sum tied deg.^(1/#) products xxxxxx,both,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,2,objective,NA,NA,0,0,0,0,dyadic,FALSE @@ -559,7 +571,8 @@ nonSymmetricNonSymmetricObjective,closure of xxxxxx,"mixed triplets W->W=>X, W = nonSymmetricNonSymmetricObjective,cyclic closure of xxxxxx,"mixed cyclic triplets WWX, W = xxxxxx",cyClosure,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,dyadic,FALSE nonSymmetricNonSymmetricObjective,shared incoming xxxxxx,"incoming mixed triplets WWX, W = xxxxxx",sharedIn,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,dyadic,FALSE nonSymmetricNonSymmetricObjective,mixed incoming with xxxxxx,"mixed XXW triplets, W = xxxxxx",mixedInXW,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,dyadic,FALSE -nonSymmetricNonSymmetricObjective,shared xxxxxx (#) to agreement,"mixed 4cycles WWXX, W = xxxxxx",sharedTo,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,,FALSE +nonSymmetricNonSymmetricObjective,shared xxxxxx (#) to agreement,"mixed 4cycles WWXX, W = xxxxxx",sharedTo,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,3,objective,NA,NA,0,0,0,0,,FALSE +nonSymmetricNonSymmetricObjective,ind. pop. by outd. xxxxxx (#),"mixed out-in-out-3paths XXW, W = xxxxxx",inPopOutW,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,dyadic,FALSE nonSymmetricNonSymmetricObjective,Jaccard xxxxxx in-sim.,Jaccard xxxxxx in-sim.,JinMix,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,2,objective,NA,NA,0,0,0,0,dyadic,FALSE nonSymmetricNonSymmetricObjective,Jaccard xxxxxx out-sim.,Jaccard xxxxxx out-sim.,JoutMix,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,2,objective,NA,NA,0,0,0,0,dyadic,FALSE nonSymmetricNonSymmetricObjective,GWESP I -> K -> J(#) xxxxxx,Numb. edgew. shrd. xxxxxx partn. by twopath(#),gwespFFMix,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,69,objective,NA,NA,0,0,0,0,dyadic,FALSE @@ -575,10 +588,13 @@ bipartiteNonSymmetricObjective,1/indeg.^(1/#) xxxxxx alter, 1/indeg.^(1/#) xxxxx bipartiteNonSymmetricObjective,av. degree xxxxxx,sum outd. x av. outdegree xxxxxx -#,avDegIntn,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,2,objective,NA,NA,0,0,0,0,ego,FALSE bipartiteNonSymmetricObjective,twopath^(1/#) xxxxxx activity,sum deg. x 2path^(1/#) xxxxxx,outOutActIntn,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,2,objective,NA,NA,0,0,0,0,dyadic,FALSE bipartiteNonSymmetricObjective,twopath^(1/#) xxxxxx average,average deg. x 2path^(1/#) xxxxxx,outOutAvIntn,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,2,objective,NA,NA,0,0,0,0,dyadic,FALSE +bipartiteNonSymmetricObjective,shared xxxxxx outdeg.^{1/#} act.,sum outd. x W-dist.2 outd.^(1/#) xxxxxx,outOutDist2ActIntn,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,dyadic,FALSE +bipartiteNonSymmetricObjective,shared xxxxxx av. outd.^{1/#} act.,av. outd. x W-dist.2 outd.^(1/#) xxxxxx,outOutDist2AvIntn,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,dyadic,FALSE bipartiteNonSymmetricObjective,xxxxxx to agreement,"mixed triplets W->X=>X, W = xxxxxx",to,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,dyadic,FALSE bipartiteNonSymmetricObjective,xxxxxx (back) to agreement,"mixed triplets X(back)WW, W = xxxxxx",toBack,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,dyadic,FALSE bipartiteNonSymmetricObjective,mutual xxxxxx to agreement,"mixed triplets X(recip)WW, W = xxxxxx",toRecip,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,dyadic,FALSE -bipartiteNonSymmetricObjective,shared xxxxxx (#) to agreement,"mixed 4cycles WWXX, W = xxxxxx",sharedTo,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,,FALSE +bipartiteNonSymmetricObjective,shared xxxxxx (#) to agreement,"mixed 4cycles WWXX, W = xxxxxx",sharedTo,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,3,objective,NA,NA,0,0,0,0,,FALSE +bipartiteNonSymmetricObjective,ind. pop. by outd. xxxxxx (#),"mixed out-in-out-3paths XXW, W = xxxxxx",inPopOutW,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,dyadic,FALSE bipartiteNonSymmetricObjective,xxxxxx to any agreement,"mixed triplets W->X=>X, W = xxxxxx",toAny,FALSE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,,FALSE bipartiteNonSymmetricObjective,Jaccard xxxxxx out-sim.,Jaccard xxxxxx out-sim.,JoutMix,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,2,objective,NA,NA,0,0,0,0,dyadic,FALSE bipartiteNonSymmetricObjective,GWESP I -> K <- J(#) xxxxxx,Numb. edgew. shrd. xxxxxx partn. by in twostars(#),gwespFBMix,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,69,objective,NA,NA,0,0,0,0,dyadic,FALSE @@ -588,10 +604,13 @@ bipartiteSymmetricObjective,1/deg.^(1/#) xxxxxx alter, 1/deg.^(1/#) xxxxxx alter bipartiteSymmetricObjective,av. degree xxxxxx,sum outd. x av. degr. xxxxxx -#,avDegIntn,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,2,objective,NA,NA,0,0,0,0,ego,FALSE bipartiteSymmetricObjective,twopath^(1/#) xxxxxx activity,sum deg. x 2path^(1/#) xxxxxx,outOutActIntn,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,2,objective,NA,NA,0,0,0,0,dyadic,FALSE bipartiteSymmetricObjective,twopath^(1/#) xxxxxx average,average deg. x 2path^(1/#) xxxxxx,outOutAvIntn,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,2,objective,NA,NA,0,0,0,0,dyadic,FALSE +bipartiteSymmetricObjective,shared xxxxxx outdeg.^{1/#} act.,sum outd. x W-dist.2 outd.^(1/#) xxxxxx,outOutDist2ActIntn,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,dyadic,FALSE +bipartiteSymmetricObjective,shared xxxxxx av. outd.^{1/#} act.,av. outd. x W-dist.2 outd.^(1/#) xxxxxx,outOutDist2AvIntn,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,dyadic,FALSE bipartiteSymmetricObjective,xxxxxx to agreement,"mixed triplets W->X=>X, W = xxxxxx",to,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,dyadic,FALSE bipartiteSymmetricObjective,xxxxxx (backwards) to agreement,"mixed triplets X(backwards)WW, W = xxxxxx",toBack,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,dyadic,FALSE bipartiteSymmetricObjective,mutual xxxxxx to agreement,"mixed triplets X(reciprocal)WW, W = xxxxxx",toRecip,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,dyadic,FALSE -bipartiteSymmetricObjective,shared xxxxxx (#) to agreement,"mixed 4cycles WWXX, W = xxxxxx",sharedTo,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,,FALSE +bipartiteSymmetricObjective,shared xxxxxx (#) to agreement,"mixed 4cycles WWXX, W = xxxxxx",sharedTo,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,3,objective,NA,NA,0,0,0,0,,FALSE +bipartiteSymmetricObjective,ind. pop. by outd. xxxxxx (#),"mixed out-in-out-3paths XXW, W = xxxxxx",inPopOutW,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,dyadic,FALSE bipartiteSymmetricObjective,xxxxxx to any agreement,"mixed triplets W->X=>X, W = xxxxxx",toAny,FALSE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,,FALSE continuousFeedback,feedback from yyyyyy,Feedback of yyyyyy on xxxxxx (A_xxxxxx.yyyyyy),feedback,NA,yyyyyy,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,,FALSE continuousIntercept,intercept,Intercept of xxxxxx (b_xxxxxx),intercept,NA,,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,,FALSE @@ -620,7 +639,8 @@ nonSymmetricBipartiteObjective,outdeg.^(1/#) xxxxxx dist.2 act.,sum outdeg. x 2p nonSymmetricBipartiteObjective,outdeg.^(1/#) xxxxxx dist.2 ave.,average outdeg. x 2path^(1/#) xxxxxx,outOutAvIntn,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,dyadic,FALSE nonSymmetricBipartiteObjective,outdeg.^(1/#) xxxxxx abs diff.,sum abs outdeg^(1/#) diff xxxxxx,absOutDiffIntn,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,dyadic,FALSE nonSymmetricBipartiteObjective,from xxxxxx agreement,"mixed triplets XWW, W = xxxxxx",from,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,dyadic,FALSE -nonSymmetricBipartiteObjective,shared xxxxxx (#) to agreement,"mixed 4cycles WWXX, W = xxxxxx",sharedTo,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,,FALSE +nonSymmetricBipartiteObjective,shared xxxxxx (#) to agreement,"mixed 4cycles WWXX, W = xxxxxx",sharedTo,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,3,objective,NA,NA,0,0,0,0,,FALSE +nonSymmetricBipartiteObjective,ind. pop. by outd. xxxxxx (#),"mixed out-in-out-3paths XXW, W = xxxxxx",inPopOutW,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,dyadic,FALSE nonSymmetricBipartiteObjective,Jaccard xxxxxx out-sim.,Jaccard xxxxxx out-sim.,JoutMix,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,2,objective,NA,NA,0,0,0,0,dyadic,FALSE nonSymmetricBipartiteObjective,GWESP(#) xxxxxx,Numb. edgew. shrd. xxxxxx partn.(#),gwespMix,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,69,objective,NA,NA,0,0,0,0,dyadic,FALSE bipartiteBipartiteObjective,xxxxxx,sum crprod. with xxxxxx,crprod,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,dyadic,FALSE @@ -628,8 +648,11 @@ bipartiteBipartiteObjective,indegree^(1/#) xxxxxx popularity,sum ind. x centrd i bipartiteBipartiteObjective,outdegree^(1/#) xxxxxx activity,sum outd. x centrd outdegree^(1/#) xxxxxx,outActIntn,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,2,objective,NA,NA,0,0,0,0,dyadic,FALSE bipartiteBipartiteObjective,1/outdeg.^(1/#) xxxxxx ego, 1/outdeg.^(1/#) xxxxxx ego,divOutEgoIntn,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,2,objective,NA,NA,0,0,0,0,ego,FALSE bipartiteBipartiteObjective,duplex xxxxxx outdegree^(1/#) activity,sum dupl. xxxxxx outdeg.^(1/#),doubleOutAct,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,2,objective,NA,NA,0,0,0,0,,FALSE +bipartiteBipartiteObjective,shared xxxxxx outdeg.^{1/#} act.,sum outd. x W-dist.2 outd.^(1/#) xxxxxx,outOutDist2ActIntn,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,dyadic,FALSE +bipartiteBipartiteObjective,shared xxxxxx av. outd.^{1/#} act.,av. outd. x W-dist.2 outd.^(1/#) xxxxxx,outOutDist2AvIntn,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,dyadic,FALSE bipartiteBipartiteObjective,Jaccard xxxxxx out-sim.,Jaccard xxxxxx out-sim.,JoutMix,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,2,objective,NA,NA,0,0,0,0,dyadic,FALSE -bipartiteBipartiteObjective,shared xxxxxx (#) to agreement,"mixed 4cycles WWXX, W = xxxxxx",sharedTo,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,,FALSE +bipartiteBipartiteObjective,shared xxxxxx (#) to agreement,"mixed 4cycles WWXX, W = xxxxxx",sharedTo,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,3,objective,NA,NA,0,0,0,0,,FALSE +bipartiteBipartiteObjective,ind. pop. by outd. xxxxxx (#),"mixed out-in-out-3paths XXW, W = xxxxxx",inPopOutW,TRUE,xxxxxx,,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,1,objective,NA,NA,0,0,0,0,dyadic,FALSE covarNetNetObjective,xxxxxx closure same yyyyyy,"m.tr. W->W=>X, W = xxxxxx, same yyyyyy",sameWWClosure,TRUE,xxxxxx,yyyyyy,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,dyadic,FALSE covarNetNetObjective,xxxxxx closure diff. yyyyyy,"m.tr. W->W=>X, W = xxxxxx, diff. yyyyyy",diffWWClosure,TRUE,xxxxxx,yyyyyy,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,dyadic,FALSE covarNetNetObjective,xxxxxx closure jumping yyyyyy,"m.tr. W->W=>X, W = xxxxxx, jump yyyyyy",jumpWWClosure,TRUE,xxxxxx,yyyyyy,eval,FALSE,FALSE,FALSE,FALSE,FALSE,",",0,0,objective,NA,NA,0,0,0,0,dyadic,FALSE diff --git a/src/data/ChangingCovariate.cpp b/src/data/ChangingCovariate.cpp index 20f34c9..3b2ca5b 100644 --- a/src/data/ChangingCovariate.cpp +++ b/src/data/ChangingCovariate.cpp @@ -9,9 +9,12 @@ * ChangingCovariate class. *****************************************************************************/ +#include #include "ChangingCovariate.h" #include "data/ActorSet.h" +using namespace std; + namespace siena { @@ -38,6 +41,8 @@ ChangingCovariate::ChangingCovariate(std::string name, this->lmissing[i][j] = false; } } + this->lmin = numeric_limits::max(); + this->lmax = numeric_limits::min(); } @@ -76,6 +81,8 @@ double ChangingCovariate::value(int i, int observation) const void ChangingCovariate::value(int i, int observation, double value) { this->lvalues[i][observation] = value; + this->lmin = std::min(this->lmin, value); + this->lmax = std::max(this->lmax, value); } @@ -100,4 +107,19 @@ void ChangingCovariate::missing(int i, this->lmissing[i][observation] = missing; } +/** + * Returns the smallest observed value. + */ +double ChangingCovariate::min() const +{ + return this->lmin; +} + +/** + * Returns the largest observed value. + */ +double ChangingCovariate::max() const +{ + return this->lmax; +} } diff --git a/src/data/ChangingCovariate.h b/src/data/ChangingCovariate.h index 1a9cfba..b704a0d 100644 --- a/src/data/ChangingCovariate.h +++ b/src/data/ChangingCovariate.h @@ -32,10 +32,14 @@ class ChangingCovariate : public Covariate void value(int i, int observation, double value); bool missing(int i, int observation) const; void missing(int i, int observation, bool missing); + double min() const; + double max() const; private: // The values of the covariate per each actor and observation double ** lvalues {}; + double lmin {}; + double lmax {}; // Missingness indicators bool ** lmissing {}; diff --git a/src/data/ConstantCovariate.cpp b/src/data/ConstantCovariate.cpp index 587c70e..ec303b6 100644 --- a/src/data/ConstantCovariate.cpp +++ b/src/data/ConstantCovariate.cpp @@ -9,9 +9,13 @@ * ConstantCovariate class. *****************************************************************************/ +#include #include "ConstantCovariate.h" #include "data/ActorSet.h" +using namespace std; + + namespace siena { @@ -24,6 +28,8 @@ ConstantCovariate::ConstantCovariate(std::string name, { this->lvalues = new double[pActorSet->n()]; this->lmissing = new bool[pActorSet->n()]; + this->lmin = numeric_limits::max(); + this->lmax = numeric_limits::min(); } @@ -54,6 +60,8 @@ double ConstantCovariate::value(int i) const void ConstantCovariate::value(int i, double value) { this->lvalues[i] = value; + this->lmin = std::min(this->lmin, value); + this->lmax = std::max(this->lmax, value); } @@ -74,4 +82,21 @@ void ConstantCovariate::missing(int i, bool missing) this->lmissing[i] = missing; } +/** + * Returns the smallest observed value. + */ +double ConstantCovariate::min() const +{ + return this->lmin; +} + +/** + * Returns the largest observed value. + */ +double ConstantCovariate::max() const +{ + return this->lmax; +} + + } diff --git a/src/data/ConstantCovariate.h b/src/data/ConstantCovariate.h index bd230b5..0d4545f 100644 --- a/src/data/ConstantCovariate.h +++ b/src/data/ConstantCovariate.h @@ -31,10 +31,14 @@ class ConstantCovariate : public Covariate void value(int i, double value); bool missing(int i) const; void missing(int i, bool missing); + double min() const; + double max() const; private: // The values of this covariate double * lvalues {}; + double lmin {}; + double lmax {}; // Missingness indicators bool * lmissing {}; diff --git a/src/data/Covariate.cpp b/src/data/Covariate.cpp index a95ba53..81e315f 100644 --- a/src/data/Covariate.cpp +++ b/src/data/Covariate.cpp @@ -63,6 +63,19 @@ void Covariate::range(double range) this->lrange = range; } + +double Covariate::min() const +{ + double value = 0; + return value; +} + +double Covariate::max() const +{ + double value = 0; + return value; +} + /** * Stores the similarity mean of this covariate, which is calculated in R. */ @@ -108,4 +121,5 @@ double Covariate::similarityNetwork(double a, double b, string networkName) cons } return 1.0 - fabs(a - b) / this->lrange - similarityMean; } + } diff --git a/src/data/Covariate.h b/src/data/Covariate.h index 0db670d..abec5a9 100644 --- a/src/data/Covariate.h +++ b/src/data/Covariate.h @@ -51,6 +51,9 @@ class Covariate : public NamedObject double similarity(double a, double b) const; double similarityNetwork(double a, double b, std::string name) const; + + virtual double min() const; + virtual double max() const; private: // The underlying set of actors diff --git a/src/model/effects/AllEffects.h b/src/model/effects/AllEffects.h index eb992e2..7ba875d 100644 --- a/src/model/effects/AllEffects.h +++ b/src/model/effects/AllEffects.h @@ -49,6 +49,7 @@ #include "CovariateIndirectTiesEffect.h" #include "CovariateSimilarityEffect.h" #include "CovariateTransitiveTripletsEffect.h" +#include "CrossCovariateActivityEffect.h" #include "DenseTriadsBehaviorEffect.h" #include "DenseTriadsEffect.h" #include "DenseTriadsSimilarityEffect.h" diff --git a/src/model/effects/CrossCovariateActivityEffect.cpp b/src/model/effects/CrossCovariateActivityEffect.cpp new file mode 100644 index 0000000..3b265d3 --- /dev/null +++ b/src/model/effects/CrossCovariateActivityEffect.cpp @@ -0,0 +1,206 @@ +/****************************************************************************** + * SIENA: Simulation Investigation for Empirical Network Analysis + * + * Web: http://www.stats.ox.ac.uk/~snijders/siena/ + * + * File: CrossCovariateActivityEffect.cpp + * + * Description: This file contains the implementation of the + * CrossCovariateActivityEffect class. + *****************************************************************************/ + +#include +#include "CrossCovariateActivityEffect.h" +#include "utils/SqrtTable.h" +#include "utils/Utils.h" +#include "network/Network.h" +#include "model/variables/NetworkVariable.h" +#include "network/IncidentTieIterator.h" +#include "model/EffectInfo.h" + + +namespace siena +{ + +/** + * Constructor. + * @param[in] pEffectInfo the effect descriptor + * @param[in] squared indicates if the covariate values must be squared + */ +CrossCovariateActivityEffect::CrossCovariateActivityEffect( + const EffectInfo * pEffectInfo, bool recip) : + CovariateDependentNetworkEffect(pEffectInfo) +{ + this->lrecip = recip; + this->lsqrt = ((pEffectInfo->internalEffectParameter() == 2) || + (pEffectInfo->internalEffectParameter() == 3)); + this->lsqrtTable = SqrtTable::instance(); + this->lthree = (pEffectInfo->internalEffectParameter() == 3); +} + + +/** + * Determines the condition combining everything + */ + +bool CrossCovariateActivityEffect::lcondition1(int theAlter, double theOwnValue) const +{ + return ((fabs(this->value(theAlter) - theOwnValue) < EPSILON) && + (!lrecip || (this->inTieExists(theAlter)))); +} + +double CrossCovariateActivityEffect::changeStat(double d, bool diffSqrt) const +{ + if (diffSqrt) + { + return(((d+1)*this->lsqrtTable->sqrt(d+1)) - (d * this->lsqrtTable->sqrt(d))); + } + else + { + return((2*d) + 1); + } +} + +/** + * Calculates the contribution of a tie flip to the given actor. + */ +// For recip this is not very efficient, because each alter has the same contribution; +// could be made more efficient by preprocessEgo? +double CrossCovariateActivityEffect::calculateContribution(int alter) const +{ + double myvalue = this->value(this->ego()); + double contribution = 0; + const Network * pNetwork = this->pNetwork(); + int degsame = 0; + int degdiff = 0; + + for (IncidentTieIterator iter = pNetwork->outTies(this->ego()); + iter.valid(); + iter.next()) + { + // Get the receiver of the outgoing tie. + int h = iter.actor(); + if (lcondition1(h, myvalue)) // (myvalue == this->value(h)) + { + degsame++; + } + else + { + degdiff++; + } + } + if (this->outTieExists(alter)) + { + if (lcondition1(alter, myvalue)) // (myvalue == this->value(alter)) + { + degsame--; + } + else + { + degdiff--; + } + } + + if (this->lthree) + { + if (lcondition1(alter, myvalue)) // (myvalue == this->value(alter)) + { + contribution = changeStat(degsame, true) * degdiff; + } + else + { + contribution = changeStat(degdiff, false) * this->lsqrtTable->sqrt(degsame); + } + } + else + { + if (this->lsqrt) + { + if (lcondition1(alter, myvalue)) // (myvalue == this->value(alter)) + { + contribution = changeStat(degsame, false) * this->lsqrtTable->sqrt(degdiff); + } + else + { + contribution = changeStat(degdiff, true) * degsame; + } + } + else + { + if (lcondition1(alter, myvalue)) // (myvalue == this->value(alter)) + { + contribution = changeStat(degsame, false) * degdiff; + } + else + { + contribution = changeStat(degdiff, false) * degsame; + } + } + } + return contribution; +} + + +/** + * Calculates the statistic corresponding to the given ego. The parameter + * pNetwork is always the current network as there are no endowment effects + * of this kind. + */ +double CrossCovariateActivityEffect::egoStatistic(int ego, + const Network * pNetwork) +{ + double statistic = 0; + int degsame = 0; + int degdiff = 0; + double myvalue = this->value(ego); + + for (IncidentTieIterator iter = pNetwork->outTies(ego); + iter.valid(); + iter.next()) + { + // Get the receiver of the outgoing tie. + int h = iter.actor(); + if (lcondition1(h, myvalue)) // (myvalue == this->value(h)) + { + degsame++; + } + else + { + degdiff++; + } + } + if (this->lthree) + { + statistic = this->lsqrtTable->sqrt(degsame) * degdiff; + } + else if (this->lsqrt) + { + statistic = this->lsqrtTable->sqrt(degdiff) * degsame; + } + else + { + statistic = degsame * degdiff; + } + return statistic; +} + +/** + * Returns if this effect is an ego effect. + */ +bool CrossCovariateActivityEffect::egoEffect() const +{ + return true; +} + +/** + * Returns the statistic corresponding to this effect as part of + * the endowment function. + */ +double CrossCovariateActivityEffect::endowmentStatistic(Network * pLostTieNetwork) +{ + throw std::logic_error( + "outdegree activity differen-same covariate effect: Endowment effect not supported."); +} + + +} diff --git a/src/model/effects/CrossCovariateActivityEffect.h b/src/model/effects/CrossCovariateActivityEffect.h new file mode 100644 index 0000000..56165e7 --- /dev/null +++ b/src/model/effects/CrossCovariateActivityEffect.h @@ -0,0 +1,58 @@ +/****************************************************************************** + * SIENA: Simulation Investigation for Empirical Network Analysis + * + * Web: https://www.stats.ox.ac.uk/~snijders/siena/ + * + * File: CrossCovariateActivityEffect.h + * + * Description: This file contains the definition of the + * CrossCovariateActivityEffect class. + *****************************************************************************/ + +#ifndef CROSSCOVARIATEACTIVITYEFFECT_H_ +#define CROSSCOVARIATEACTIVITYEFFECT_H_ + +#include "CovariateDependentNetworkEffect.h" + +namespace siena +{ + +// ---------------------------------------------------------------------------- +// Section: Forward declarations +// ---------------------------------------------------------------------------- + +class SqrtTable; + +// ---------------------------------------------------------------------------- +// Section: Class definition +// ---------------------------------------------------------------------------- + + +/** + * Same and different covariate activity effects (see manual). + */ +class CrossCovariateActivityEffect : public CovariateDependentNetworkEffect +{ +public: + CrossCovariateActivityEffect(const EffectInfo * pEffectInfo, bool recip); + + virtual double calculateContribution(int alter) const; + virtual double endowmentStatistic(Network * pLostTieNetwork); + virtual bool egoEffect() const; + +protected: + virtual double egoStatistic(int ego, const Network * pNetwork); + +private: + bool lrecip {}; + bool lsqrt {}; + bool lthree {}; + bool lcondition1(int theAlter, double theOwnValue) const; + double changeStat(double d, bool nosqrt) const; + // Lookup table for fast square root calculations + SqrtTable * lsqrtTable; +}; + +} + +#endif /*CROSSCOVARIATEACTIVITYEFFECT_H_*/ diff --git a/src/model/effects/EffectFactory.cpp b/src/model/effects/EffectFactory.cpp index 8c110f1..a65d7c4 100644 --- a/src/model/effects/EffectFactory.cpp +++ b/src/model/effects/EffectFactory.cpp @@ -46,9 +46,12 @@ #include "model/effects/generic/TwoStepFunction.h" #include "model/effects/generic/ReverseTwoPathFunction.h" #include "model/effects/generic/MixedTwoStepFunction.h" +#include "model/effects/generic/MixedThreePathFunction.h" #include "model/effects/generic/WeightedMixedTwoPathFunction.h" #include "model/effects/generic/ConditionalFunction.h" #include "model/effects/generic/EqualCovariatePredicate.h" +#include "model/effects/generic/DoubleEqualCovariateFunction.h" +#include "model/effects/generic/DoubleCovariateCatFunction.h" #include "model/effects/generic/MissingCovariatePredicate.h" #include "model/effects/generic/DoubleOutActFunction.h" #include "model/effects/generic/CovariateDistance2AlterNetworkFunction.h" @@ -68,6 +71,7 @@ #include "model/effects/generic/DifferentCovariateOutStarFunction.h" #include "model/effects/generic/HomCovariateMixedTwoPathFunction.h" #include "model/effects/generic/OutActDistance2Function.h" +#include "model/effects/generic/OutActDoubleDistance2Function.h" #include "model/effects/generic/MixedThreeCyclesFunction.h" #include "model/effects/generic/InStarsTimesDegreesFunction.h" #include "model/tables/EgocentricConfigurationTable.h" @@ -620,6 +624,36 @@ Effect * EffectFactory::createEffect(const EffectInfo * pEffectInfo) const { pEffect = new SameCovariateEffect(pEffectInfo, true, false); } + else if (effectName == "sameXV") + { + string covariateName1 = pEffectInfo->interactionName1(); + string covariateName2 = pEffectInfo->interactionName2(); + pEffect = new GenericNetworkEffect(pEffectInfo, + new DoubleEqualCovariateFunction(covariateName1, covariateName2, false), + new DoubleEqualCovariateFunction(covariateName1, covariateName2, true)); + } + else if (effectName == "sameXVInPop") + { + string networkName = pEffectInfo->variableName(); + string covariateName1 = pEffectInfo->interactionName1(); + string covariateName2 = pEffectInfo->interactionName2(); + pEffect = new GenericNetworkEffect(pEffectInfo, + new DoubleCovariateCatFunction(covariateName1, covariateName2, + networkName, pEffectInfo->internalEffectParameter(), false, false), + new DoubleCovariateCatFunction(covariateName1, covariateName2, + networkName, pEffectInfo->internalEffectParameter(), true, false)); + } + else if (effectName == "sameXVInPop2") + { + string networkName = pEffectInfo->variableName(); + string covariateName1 = pEffectInfo->interactionName1(); + string covariateName2 = pEffectInfo->interactionName2(); + pEffect = new GenericNetworkEffect(pEffectInfo, + new DoubleCovariateCatFunction(covariateName1, covariateName2, + networkName, pEffectInfo->internalEffectParameter(), false, true), + new DoubleCovariateCatFunction(covariateName1, covariateName2, + networkName, pEffectInfo->internalEffectParameter(), true, true)); + } else if (effectName == "unequalX") { pEffect = new SameCovariateEffect(pEffectInfo, false, false); @@ -732,6 +766,10 @@ Effect * EffectFactory::createEffect(const EffectInfo * pEffectInfo) const { pEffect = new SameCovariateActivityEffect(pEffectInfo, false, false); } + else if (effectName == "crossXOutAct") + { + pEffect = new CrossCovariateActivityEffect(pEffectInfo, false); + } else if (effectName == "homXOutAct") { pEffect = new HomCovariateActivityEffect(pEffectInfo, true); @@ -1329,6 +1367,27 @@ Effect * EffectFactory::createEffect(const EffectInfo * pEffectInfo) const pEffectInfo->variableName(), pEffectInfo->internalEffectParameter())); } + else if (effectName == "inPopOutW") + { + pEffect = new GenericNetworkEffect(pEffectInfo, + new MixedThreePathFunction(pEffectInfo->variableName(), + pEffectInfo->interactionName1(), + pEffectInfo->internalEffectParameter(), true, false, false)); + } + else if (effectName == "outOutDist2ActIntn") + { + pEffect = new GenericNetworkEffect(pEffectInfo, + new OutActDoubleDistance2Function(pEffectInfo->interactionName1(), + pEffectInfo->variableName(), + pEffectInfo->internalEffectParameter(), false, false)); + } + else if (effectName == "outOutDist2AvIntn") + { + pEffect = new GenericNetworkEffect(pEffectInfo, + new OutActDoubleDistance2Function(pEffectInfo->interactionName1(), + pEffectInfo->variableName(), + pEffectInfo->internalEffectParameter(), false, true)); + } else if (effectName == "inPopIntnX") { string networkName = pEffectInfo->interactionName1(); diff --git a/src/model/effects/SameCovariateActivityEffect00.cpp b/src/model/effects/SameCovariateActivityEffect00.cpp new file mode 100644 index 0000000..3c90674 --- /dev/null +++ b/src/model/effects/SameCovariateActivityEffect00.cpp @@ -0,0 +1,185 @@ +/****************************************************************************** + * SIENA: Simulation Investigation for Empirical Network Analysis + * + * Web: http://www.stats.ox.ac.uk/~snijders/siena/ + * + * File: SameCovariateActivityEffect.cpp + * + * Description: This file contains the implementation of the + * SameCovariateActivityEffect class. + *****************************************************************************/ + +#include +#include "SameCovariateActivityEffect.h" +#include "utils/SqrtTable.h" +#include "utils/Utils.h" +#include "network/Network.h" +#include "model/variables/NetworkVariable.h" +#include "network/IncidentTieIterator.h" +#include "model/EffectInfo.h" + + +namespace siena +{ + +/** + * Constructor. + * @param[in] pEffectInfo the effect descriptor + * @param[in] squared indicates if the covariate values must be squared + */ +SameCovariateActivityEffect::SameCovariateActivityEffect( + const EffectInfo * pEffectInfo, bool same, bool recip, bool straight) : + CovariateDependentNetworkEffect(pEffectInfo) +{ + this->lsame = same; + this->lrecip = recip; + this->lstraight = straight; + this->lsqrt = (pEffectInfo->internalEffectParameter() == 2); + this->lsqrtTable = SqrtTable::instance(); +} + + +/** + * Determines the condition combining everything + */ + +bool SameCovariateActivityEffect::lcondition1(int theAlter, double theOwnValue) const +{ + return ((fabs(this->value(theAlter) - theOwnValue) < EPSILON) && + (!lrecip || (this->inTieExists(theAlter)))); +} + +bool SameCovariateActivityEffect::lcondition2(int theAlter, double theOwnValue) const +{ + return ((fabs(this->value(theAlter) - theOwnValue) >= EPSILON) && + (!lrecip || (this->inTieExists(theAlter)))); +} + +double SameCovariateActivityEffect::changeStat(double d) const +{ + if (this->lsqrt) + { + return(((d+1)*this->lsqrtTable->sqrt(d+1)) - (d * this->lsqrtTable->sqrt(d))); + } + else + { + return((2*d) + 1); + } +} + +/** + * Calculates the contribution of a tie flip to the given actor. + */ +// For recip this is not very efficient, because each alter has the same contribution; +// could be made more efficient by preprocessEgo? +double SameCovariateActivityEffect::calculateContribution(int alter) const +{ + double myvalue = this->value(this->ego()); + double contribution = 0; + const Network * pNetwork = this->pNetwork(); + + if ((lsame) && + (lrecip || ((fabs(this->value(alter) - myvalue) < EPSILON) == lstraight))) + { + for (IncidentTieIterator iter = pNetwork->outTies(this->ego()); + iter.valid(); + iter.next()) + { + // Get the receiver of the outgoing tie. + int h = iter.actor(); + if (lcondition1(h, myvalue)) // (myvalue == this->value(h)) + { + contribution++; + } + } + if ((this->outTieExists(alter)) && lstraight) + { + contribution--; + } + } + + if ((!lsame) && + (lrecip || ((fabs(this->value(alter) - myvalue) >= EPSILON) == lstraight))) + { + for (IncidentTieIterator iter = pNetwork->outTies(this->ego()); + iter.valid(); + iter.next()) + { + // Get the receiver of the outgoing tie. + int h = iter.actor(); + if (lcondition2(h, myvalue)) // (myvalue != this->value(h)) + { + contribution++; + } + } + if ((this->outTieExists(alter)) && lstraight) + { + contribution--; + } + } + return changeStat(contribution); +} + + +/** + * The contribution of the tie from the implicit ego to the given alter + * to the statistic. It is assumed that preprocessEgo(ego) has been + * called before. + */ +double SameCovariateActivityEffect::tieStatistic(int alter) +{ + double contribution = 0; + const Network * pNetwork = this->pNetwork(); + + if (!(this->missing(alter) || this->missing(this->ego()))) + { + double myvalue = this->value(this->ego()); + + if (lsame) + { + if (lrecip || ((fabs(this->value(alter) - myvalue) < EPSILON) == this->lstraight)) + { + for (IncidentTieIterator iter = pNetwork->outTies(this->ego()); + iter.valid(); + iter.next()) + { + // Get the receiver of the outgoing tie. + int h = iter.actor(); + if ((!this->missing(h)) && + (lcondition1(h, myvalue))) // (myvalue == this->value(h)) + { + contribution++; + } + } + } + } + else + { + if (lrecip || ((fabs(this->value(alter) - myvalue) >= EPSILON) == this->lstraight)) + { + for (IncidentTieIterator iter = pNetwork->outTies(this->ego()); + iter.valid(); + iter.next()) + { + // Get the receiver of the outgoing tie. + int h = iter.actor(); + if ((!this->missing(h)) && + (lcondition2(h, myvalue))) // (myvalue != this->value(h)) + { + contribution++; + } + } + } + } + } + if (this->lsqrt) + { + return this->lsqrtTable->sqrt(contribution); + } + else + { + return contribution; + } +} + +} diff --git a/src/model/effects/SameCovariateActivityEffect00.h b/src/model/effects/SameCovariateActivityEffect00.h new file mode 100644 index 0000000..659300a --- /dev/null +++ b/src/model/effects/SameCovariateActivityEffect00.h @@ -0,0 +1,59 @@ +/****************************************************************************** + * SIENA: Simulation Investigation for Empirical Network Analysis + * + * Web: https://www.stats.ox.ac.uk/~snijders/siena/ + * + * File: SameCovariateActivityEffect.h + * + * Description: This file contains the definition of the + * SameCovariateActivityEffect class. + *****************************************************************************/ + +#ifndef SAMECOVARIATEACTIVITYEFFECT_H_ +#define SAMECOVARIATEACTIVITYEFFECT_H_ + +#include "CovariateDependentNetworkEffect.h" + +namespace siena +{ + +// ---------------------------------------------------------------------------- +// Section: Forward declarations +// ---------------------------------------------------------------------------- + +class SqrtTable; + +// ---------------------------------------------------------------------------- +// Section: Class definition +// ---------------------------------------------------------------------------- + + +/** + * Same and different covariate activity effects (see manual). + */ +class SameCovariateActivityEffect : public CovariateDependentNetworkEffect +{ +public: + SameCovariateActivityEffect(const EffectInfo * pEffectInfo, + bool same, bool recip, bool straight); + + virtual double calculateContribution(int alter) const; + +protected: + virtual double tieStatistic(int alter); + +private: + bool lsame {}; + bool lrecip {}; + bool lstraight {}; + bool lsqrt {}; + bool lcondition1(int theAlter, double theOwnValue) const; + bool lcondition2(int theAlter, double theOwnValue) const; + double changeStat(double d) const; + // Lookup table for fast square root calculations + SqrtTable * lsqrtTable; +}; + +} + +#endif /*SAMECOVARIATEACTIVITYEFFECT_H_*/ diff --git a/src/model/effects/generic/DoubleCovariateCatFunction.cpp b/src/model/effects/generic/DoubleCovariateCatFunction.cpp new file mode 100644 index 0000000..11bd43a --- /dev/null +++ b/src/model/effects/generic/DoubleCovariateCatFunction.cpp @@ -0,0 +1,263 @@ +/****************************************************************************** + * SIENA: Simulation Investigation for Empirical Network Analysis + * + * Web: http://www.stats.ox.ac.uk/~snijders/siena/ + * + * File: DoubleCovariateCatFunction.cpp + * + * Description: This file contains the implementation of the class + * DoubleCovariateCatFunction. + *****************************************************************************/ + +#include "DoubleCovariateCatFunction.h" +#include /* round, sqrt */ +#include "utils/Utils.h" +#include "network/Network.h" +#include "network/IncidentTieIterator.h" +#include "network/TieIterator.h" +#include "model/State.h" + + +using namespace std; + +namespace siena +{ + +/** + * Creates a new predicate. + */ +DoubleCovariateCatFunction::DoubleCovariateCatFunction(std::string covariateName1, + std::string covariateName2, + std::string networkName, double parameter, bool excludeMissing, + bool byTies): + DoubleCovariateFunction(covariateName1, covariateName2) +{ + this->lpNetwork = 0; + this->lnetworkName = networkName; +// this->lpNetworkCache = 0; + this->lroot = (parameter == 2)||(parameter == 4); + this->laverage = (parameter >= 3); + this->lexcludeMissing = excludeMissing; + this->lbyTies = byTies; + +// this->lFirstCovariateName = covariateName1; +// this->lSecondCovariateName = covariateName2; +// this->lpFirstConstantCovariate = 0; +// this->lpSecondConstantCovariate = 0; +// this->lpFirstChangingCovariate = 0; +// this->lpSecondChangingCovariate = 0; + + this->lpTotalCovariateCombinations = 0; + this->lpNumberTieValues = 0; + this->lpFirstCovariateNumbers = 0; + this->lpSecondCovariateNumbers = 0; +} + + +/** + * Initializes this predicate. + * @param[in] pData the observed data + * @param[in] pState the current state of the dependent variables + * @param[in] period the period of interest + * @param[in] pCache the cache object to be used to speed up calculations + */ +void DoubleCovariateCatFunction::initialize(const Data * pData, + State * pState, + int period, + Cache * pCache) +{ + DoubleCovariateFunction::initialize(pData, pState, period, pCache); + this->lpNetwork = pState->pNetwork(this->lnetworkName); +// this->lpNetworkCache = pCache->pNetworkCache(this->lpNetwork); + +// this->lperiod = period; + + int firstMin = int(round(this->firstCovariateMinimum())); + int firstMax = int(round(this->firstCovariateMaximum())); + int secondMin = int(round(this->secondCovariateMinimum())); + this->lSecondMax = int(round(this->secondCovariateMaximum())); + if (firstMin < 0) + { + throw logic_error("sameXsameV: minimum of first covariate is negative"); + } + if (secondMin < 0) + { + throw logic_error("sameXsameV: minimum of second covariate is negative"); + } + if (firstMax > 20) + { + throw logic_error("sameXsameV: first covariate has a maximum which is too large"); + } + if (this->lSecondMax > 20) + { + throw logic_error("sameXsameV: second covariate has a maximum which is too large"); + } + + firstMax++; + this->lSecondMax++; + + this->lpNumberTieValues = new int[this->lSecondMax] {}; + this->lpTotalCovariateCombinations = new int[this->lSecondMax] {}; + this->lpFirstCovariateNumbers = new int[firstMax] {}; + this->lpSecondCovariateNumbers = new int[this->lSecondMax] {}; + + for (int i = 0; i < this->pNetwork()->n(); i++) + { + this->lpFirstCovariateNumbers[this->firstCovariateIntValue(i)]++; + } + + for (int i = 0; i < this->pNetwork()->m(); i++) + { + this->lpSecondCovariateNumbers[this->secondCovariateIntValue(i)]++; + } +} + + +/** + * Deallocates this double covariate object. + */ +DoubleCovariateCatFunction::~DoubleCovariateCatFunction() +{ + delete[] this->lpNumberTieValues; + this->lpNumberTieValues = 0; + delete[] this->lpTotalCovariateCombinations; + this->lpTotalCovariateCombinations = 0; +} + +void DoubleCovariateCatFunction::preprocessEgo(int ego) +{ + DoubleCovariateFunction::preprocessEgo(ego); + + for (int b = 0; b < this->lSecondMax; b++) + { + this->lpNumberTieValues[b]= 0; + } + + if (!this->firstMissing(ego)) + { + if (this->lbyTies) // iterate by ties + { + if (this->lexcludeMissing) + { + for (TieIterator iter = this->pNetwork()->ties(); + iter.valid(); iter.next()) + { + // Get the sender and receiver of the tie. + int i = iter.ego(); + int h = iter.alter(); + // i needs to have the same covariate value as ego: + if (!(this->firstMissing(i))) + { + if ((this->firstCovariateIntValue(i) == this->firstCovariateIntValue(ego)) && + (!this->secondMissing(h))) + { + this->lpNumberTieValues[this->secondCovariateIntValue(h)]++; + } + } + } + } + else + { + for (TieIterator iter = this->pNetwork()->ties(); + iter.valid(); iter.next()) + { + // iter.ego needs to have the same covariate value as ego: + if (this->firstCovariateIntValue(iter.ego()) == this->firstCovariateIntValue(ego)) + { + this->lpNumberTieValues[this->secondCovariateIntValue(iter.alter())]++; + } + } + } + } + else // iterate by nodes and outTies + { + if (this->lexcludeMissing) + { + for (int i = 0; i < this->pNetwork()->n(); i++) + { + // i needs to have the same covariate value as ego: + if (!(this->firstMissing(i) || this->firstMissing(ego))) + { + if (this->firstCovariateIntValue(i) == this->firstCovariateIntValue(ego)) + { + for (IncidentTieIterator iter = this->pNetwork()->outTies(i); + iter.valid(); + iter.next()) + { + // Get the receiver of the outgoing tie. + int h = iter.actor(); + if (!this->secondMissing(h)) + { + this->lpNumberTieValues[this->secondCovariateIntValue(h)]++; + } + } + } + } + } + } + else + { + for (int i = 0; i < this->pNetwork()->n(); i++) + { + // i needs to have the same covariate value as ego: + if (this->firstCovariateIntValue(i) == this->firstCovariateIntValue(ego)) + { + for (IncidentTieIterator iter = this->pNetwork()->outTies(i); + iter.valid(); + iter.next()) + { + this->lpNumberTieValues[this->secondCovariateIntValue(iter.actor())]++; + } + } + } + } + } + } +} + +/** + * Returns the numbers of nodes with value a for the first covariate. + */ +int DoubleCovariateCatFunction::firstCovariateNumbers(int a) const +{ + return lpFirstCovariateNumbers[a]; +} + +/** + * Returns the numbers of nodes with value b for the second covariate. + */ +int DoubleCovariateCatFunction::secondCovariateNumbers(int b) const +{ + return lpSecondCovariateNumbers[b]; +} + +/** + * Returns the value of the covariate for the given pair of actors. + */ +int DoubleCovariateCatFunction::numberCovariateTies(int b) const +{ + return this->lpNumberTieValues[b]; +} + +/** + * Returns the value of this function for the given alter. It is assumed + * that the function has been initialized before and pre-processed with + * respect to a certain ego. + */ +double DoubleCovariateCatFunction::value(int alter) const +{ + double value = numberCovariateTies(this->secondCovariateIntValue(alter)); + if (this->laverage) + { + value /= (this->firstCovariateNumbers(this->firstCovariateIntValue(this->ego())) * + this->secondCovariateNumbers(this->secondCovariateIntValue(alter))); +// the denominator cannot be 0 + } + if (this->lroot) + { + value = sqrt(value); + } + return value; +} + +} diff --git a/src/model/effects/generic/DoubleCovariateCatFunction.h b/src/model/effects/generic/DoubleCovariateCatFunction.h new file mode 100644 index 0000000..4cb0a63 --- /dev/null +++ b/src/model/effects/generic/DoubleCovariateCatFunction.h @@ -0,0 +1,99 @@ +/****************************************************************************** + * SIENA: Simulation Investigation for Empirical Network Analysis + * + * Web: http://www.stats.ox.ac.uk/~snijders/siena/ + * + * File: DoubleCovariateCatFunction.h + * + * Description: This file contains the definition of the + * DoubleCovariateCatFunction class. + *****************************************************************************/ + +#ifndef DOUBLECOVARIATECATFUNCTION_H_ +#define DOUBLECOVARIATECATFUNCTION_H_ + +#include "DoubleCovariateFunction.h" +#include + + +namespace siena +{ + +// ---------------------------------------------------------------------------- +// Section: Forward declarations +// ---------------------------------------------------------------------------- + +//class ConstantCovariate; +//class ChangingCovariate; +//class BehaviorLongitudinalData; +class Network; + + +// ---------------------------------------------------------------------------- +// Section: Class definition +// ---------------------------------------------------------------------------- + +/** + * Defines an alter function that depends on two covariates or + * behavior variables, and used specifically for sameXVInPop. + * Includes a bit of NetworkAlterFunction.h; + * if more of NetworkAlterFunction is needed, that can be extended. + */ +class DoubleCovariateCatFunction: public DoubleCovariateFunction +{ +public: + DoubleCovariateCatFunction(std::string covariateName1, std::string covariateName2, + std::string networkName, double parameter, bool excludeMissing, + bool byTies); + virtual ~DoubleCovariateCatFunction(); + virtual void initialize(const Data * pData, State * pState, int period, + Cache * pCache); + virtual void preprocessEgo(int ego); + int numberCovariateTies(int a, int b) const; + virtual double value(int alter) const; + +protected: + inline const Network * pNetwork() const; + int firstCovariateNumbers(int a) const; + int secondCovariateNumbers(int b) const; + +private: + const Network * lpNetwork; + std::string lnetworkName {}; + int numberCovariateTies(int b) const; + +// std::string lFirstCovariateName {}; +// std::string lSecondCovariateName {}; +// ConstantCovariate * lpFirstConstantCovariate; +// ConstantCovariate * lpSecondConstantCovariate; +// ChangingCovariate * lpFirstChangingCovariate; +// ChangingCovariate * lpSecondChangingCovariate; +// BehaviorLongitudinalData * lpFirstBehaviorData; +// BehaviorLongitudinalData * lpSecondBehaviorData; + bool lexcludeMissing {}; + bool lbyTies {}; + + // An array of counts of tie values + // between nodes with ego's covariate value and alters with specific covariate values + int * lpNumberTieValues {}; + int * lpTotalCovariateCombinations {}; + int * lpFirstCovariateNumbers {}; + int * lpSecondCovariateNumbers {}; + bool lroot {}; // should the square root be taken? + bool laverage {}; // should the average be used? + int lSecondMax {}; +}; + + +// ---------------------------------------------------------------------------- +// Section: Inline methods +// ---------------------------------------------------------------------------- + +const Network * DoubleCovariateCatFunction::pNetwork() const +{ + return this->lpNetwork; +} + +} + +#endif /* DOUBLECOVARIATECATFUNCTION_H_ */ diff --git a/src/model/effects/generic/DoubleCovariateFunction.cpp b/src/model/effects/generic/DoubleCovariateFunction.cpp new file mode 100644 index 0000000..9ddffe1 --- /dev/null +++ b/src/model/effects/generic/DoubleCovariateFunction.cpp @@ -0,0 +1,304 @@ +/****************************************************************************** + * SIENA: Simulation Investigation for Empirical Network Analysis + * + * Web: http://www.stats.ox.ac.uk/~snijders/siena/ + * + * File: DoubleCovariateFunction.cpp + * + * Description: This file contains the implementation of the class + * DoubleCovariateFunction. + *****************************************************************************/ + +#include +#include /* round */ +#include "DoubleCovariateFunction.h" +#include "data/Data.h" +#include "data/ConstantCovariate.h" +#include "data/ChangingCovariate.h" +#include "data/BehaviorLongitudinalData.h" +#include "model/State.h" + +using namespace std; + +namespace siena +{ + +/** + * Creates a new predicate. + */ +DoubleCovariateFunction::DoubleCovariateFunction(std::string covariateName1, + std::string covariateName2) : AlterFunction() +{ + this->lFirstCovariateName = covariateName1; + this->lSecondCovariateName = covariateName2; + this->lpFirstConstantCovariate = 0; + this->lpSecondConstantCovariate = 0; + this->lpFirstChangingCovariate = 0; + this->lpSecondChangingCovariate = 0; + this->lpFirstBehaviorData = 0; + this->lpSecondBehaviorData = 0; + this->lFirstValues = 0; + this->lSecondValues = 0; +} + + +/** + * Initializes this predicate. + * @param[in] pData the observed data + * @param[in] pState the current state of the dependent variables + * @param[in] period the period of interest + * @param[in] pCache the cache object to be used to speed up calculations + */ +void DoubleCovariateFunction::initialize(const Data * pData, + State * pState, + int period, + Cache * pCache) +{ + AlterFunction::initialize(pData, pState, period, pCache); + this->lperiod = period; + + this->lpFirstConstantCovariate = + pData->pConstantCovariate(this->lFirstCovariateName); + this->lpFirstChangingCovariate = + pData->pChangingCovariate(this->lFirstCovariateName); + this->lpFirstBehaviorData = + pData->pBehaviorData(this->lFirstCovariateName); + this->lFirstValues = pState->behaviorValues(this->lFirstCovariateName); +// these are the non-centered values + + if (!this->lpFirstConstantCovariate && + !this->lpFirstChangingCovariate && + !(this->lpFirstBehaviorData && this->lFirstValues)) + { + throw logic_error("Covariate or dependent behavior variable '" + + this->lFirstCovariateName + + "' expected for first variable."); + } + + this->lpSecondConstantCovariate = + pData->pConstantCovariate(this->lSecondCovariateName); + this->lpSecondChangingCovariate = + pData->pChangingCovariate(this->lSecondCovariateName); + this->lpSecondBehaviorData = + pData->pBehaviorData(this->lSecondCovariateName); + this->lSecondValues = pState->behaviorValues(this->lSecondCovariateName); +// the non-centered values + + if (!this->lpSecondConstantCovariate && + !this->lpSecondChangingCovariate && + !(this->lpSecondBehaviorData && this->lSecondValues)) + { + throw logic_error("Covariate or dependent behavior variable '" + + this->lSecondCovariateName + + "' expected for second variable."); + } +} + + +/** + * Returns the first covariate value for the given actor. + * For behavior, this is the non-centered value. + */ +double DoubleCovariateFunction::firstCovariateValue(int i) const +{ + double value = 0; + + if (this->lpFirstConstantCovariate) + { + value = this->lpFirstConstantCovariate->value(i); + } + else if (this->lpFirstChangingCovariate) + { + value = this->lpFirstChangingCovariate->value(i, this->lperiod); + } + else + { + value = this->lFirstValues[i]; + } + return value; +} + +/** + * Returns the second covariate value for the given actor. + * For behavior, this is the non-centered value. + */ +double DoubleCovariateFunction::secondCovariateValue(int i) const +{ + double value = 0; + + if (this->lpSecondConstantCovariate) + { + value = this->lpSecondConstantCovariate->value(i); + } + else if (this->lpSecondChangingCovariate) + { + value = this->lpSecondChangingCovariate->value(i, this->lperiod); + } + else + { + value = this->lSecondValues[i]; + } + return value; +} + + +/** + * Returns the first covariate value for the given actor, rounded to integer. + * For behavior, this is the non-centered value. + */ +int DoubleCovariateFunction::firstCovariateIntValue(int i) const +{ + return int(round(this->firstCovariateValue(i))); +} + +/** + * Returns the second covariate value for the given actor, rounded to integer. + * For behavior, this is the non-centered value. + */ +int DoubleCovariateFunction::secondCovariateIntValue(int i) const +{ + return int(round(this->secondCovariateValue(i))); +} + + +/** + * Returns if the first covariate value for the given actor is missing. + */ +bool DoubleCovariateFunction::firstMissing(int i) const +{ + bool missing = false; + + if (this->lpFirstConstantCovariate) + { + missing = this->lpFirstConstantCovariate->missing(i); + } + else if (this->lpFirstChangingCovariate) + { + missing = this->lpFirstChangingCovariate->missing(i, this->lperiod); + } + else + { + missing = this->lpFirstBehaviorData->missing(this->lperiod, i); + } + + return missing; +} + +/** + * Returns if the second covariate value for the given actor is missing. + */ +bool DoubleCovariateFunction::secondMissing(int i) const +{ + bool missing = false; + + if (this->lpSecondConstantCovariate) + { + missing = this->lpSecondConstantCovariate->missing(i); + } + else if (this->lpSecondChangingCovariate) + { + missing = this->lpSecondChangingCovariate->missing(i, this->lperiod); + } + else + { + missing = this->lpSecondBehaviorData->missing(this->lperiod, i); + } + + return missing; +} + +/** + * Returns the first covariate minimum value. + * For behavior, this is the minimum non-centered value. + */ +double DoubleCovariateFunction::firstCovariateMinimum() const +{ + double mini = 0; + + if (this->lpFirstConstantCovariate) + { + mini = this->lpFirstConstantCovariate->min(); + } + else if (this->lpFirstChangingCovariate) + { + mini = this->lpFirstChangingCovariate->min(); + } + else + { + mini = this->lpFirstBehaviorData->min(); + } + return mini; +} + + +/** + * Returns the first covariate maximum value. + * For behavior, this is the maximum non-centered value. + */ +double DoubleCovariateFunction::firstCovariateMaximum() const +{ + double maxi = 0; + + if (this->lpFirstConstantCovariate) + { + maxi = this->lpFirstConstantCovariate->max(); + } + else if (this->lpFirstChangingCovariate) + { + maxi = this->lpFirstChangingCovariate->max(); + } + else + { + maxi = this->lpFirstBehaviorData->max(); + } + return maxi; +} + + +/** + * Returns the second covariate minimum value. + * For behavior, this is the minimum non-centered value. + */ +double DoubleCovariateFunction::secondCovariateMinimum() const +{ + double mini = 0; + + if (this->lpSecondConstantCovariate) + { + mini = this->lpSecondConstantCovariate->min(); + } + else if (this->lpSecondChangingCovariate) + { + mini = this->lpSecondChangingCovariate->min(); + } + else + { + mini = this->lpSecondBehaviorData->min(); + } + return mini; +} + +/** + * Returns the second covariate maximum value. + * For behavior, this is the maximum non-centered value. + */ +double DoubleCovariateFunction::secondCovariateMaximum() const +{ + double maxi = 0; + + if (this->lpSecondConstantCovariate) + { + maxi = this->lpSecondConstantCovariate->max(); + } + else if (this->lpSecondChangingCovariate) + { + maxi = this->lpSecondChangingCovariate->max(); + } + else + { + maxi = this->lpSecondBehaviorData->max(); + } + return maxi; +} + +} diff --git a/src/model/effects/generic/DoubleCovariateFunction.h b/src/model/effects/generic/DoubleCovariateFunction.h new file mode 100644 index 0000000..188d9a4 --- /dev/null +++ b/src/model/effects/generic/DoubleCovariateFunction.h @@ -0,0 +1,76 @@ +/****************************************************************************** + * SIENA: Simulation Investigation for Empirical Network Analysis + * + * Web: http://www.stats.ox.ac.uk/~snijders/siena/ + * + * File: DoubleCovariateFunction.h + * + * Description: This file contains the definition of the + * DoubleCovariateFunction class. + *****************************************************************************/ + +#ifndef DOUBLECOVARIATEFUNCTION_H_ +#define DOUBLECOVARIATEFUNCTION_H_ + +#include "AlterFunction.h" +#include + +namespace siena +{ + +// ---------------------------------------------------------------------------- +// Section: Forward declarations +// ---------------------------------------------------------------------------- + +class ConstantCovariate; +class ChangingCovariate; +class BehaviorLongitudinalData; + +// ---------------------------------------------------------------------------- +// Section: Class definition +// ---------------------------------------------------------------------------- + +/** + * Defines an alter function that depends on two covariates or + * behavior variables. + */ +class DoubleCovariateFunction: public AlterFunction +{ +public: + DoubleCovariateFunction(std::string covariateName1, std::string covariateName2); + virtual void initialize(const Data * pData, State * pState, int period, + Cache * pCache); + +protected: + double firstCovariateValue(int i) const; + double secondCovariateValue(int i) const; + int firstCovariateIntValue(int i) const; + int secondCovariateIntValue(int i) const; + bool firstMissing(int i) const; + bool secondMissing(int i) const; + double firstCovariateMinimum() const; + double secondCovariateMinimum() const; + double firstCovariateMaximum() const; + double secondCovariateMaximum() const; + +private: + std::string lFirstCovariateName {}; + std::string lSecondCovariateName {}; + ConstantCovariate * lpFirstConstantCovariate; + ConstantCovariate * lpSecondConstantCovariate; + ChangingCovariate * lpFirstChangingCovariate; + ChangingCovariate * lpSecondChangingCovariate; + BehaviorLongitudinalData * lpFirstBehaviorData; + BehaviorLongitudinalData * lpSecondBehaviorData; + + // The current non-centered values of a behavior variable for each actor: + // These arrays are 0 for covariate-based effects. + const int * lFirstValues {}; + const int * lSecondValues {}; + int lperiod {}; + +}; + +} + +#endif /* DOUBLECOVARIATEFUNCTION_H_*/ diff --git a/src/model/effects/generic/DoubleEqualCovariateFunction.cpp b/src/model/effects/generic/DoubleEqualCovariateFunction.cpp new file mode 100644 index 0000000..884f890 --- /dev/null +++ b/src/model/effects/generic/DoubleEqualCovariateFunction.cpp @@ -0,0 +1,70 @@ +/****************************************************************************** + * SIENA: Simulation Investigation for Empirical Network Analysis + * + * Web: http://www.stats.ox.ac.uk/~snijders/siena/ + * + * File: DoubleEqualCovariateFunction.cpp + * + * Description: This file contains the implementation of the class + * DoubleEqualCovariateFunction. + *****************************************************************************/ + +#include "DoubleEqualCovariateFunction.h" +#include + +using namespace std; + +namespace siena +{ + +/** + * Constructor. + * @param[in] covariateName1 the name of the first covariate this function is + * associated with + * @param[in] covariateName2 the name of the second covariate this function is + * associated with + * @param[in] excludeMissing whether to exclude missing values + */ + +DoubleEqualCovariateFunction::DoubleEqualCovariateFunction(std::string covariateName1, + std::string covariateName2, bool excludeMissing) : + DoubleCovariateFunction(covariateName1, covariateName2) +{ + this->lexcludeMissing = excludeMissing; +} + +/** + * Initializes this function. + * @param[in] pData the observed data + * @param[in] pState the current state of the dependent variables + * @param[in] period the period of interest + * @param[in] pCache the cache object to be used to speed up calculations + */ +void DoubleEqualCovariateFunction::initialize(const Data * pData, + State * pState, + int period, + Cache * pCache) +{ + DoubleCovariateFunction::initialize(pData, pState, period, pCache); +} + +/** + * Returns if the value of this function for the given alter. It is assumed + * that the function has been initialized before and pre-processed with + * respect to a certain ego. + */ +double DoubleEqualCovariateFunction::value(int alter) const +{ + double statistic = 0; + if (!(this->lexcludeMissing && + (this->firstMissing(this->ego()) || this->secondMissing(alter)))) + { + if (fabs(this->firstCovariateValue(this->ego()) - + this->secondCovariateValue(alter)) < 1e-6) + { + statistic = 1; + } + } + return statistic; +} +} diff --git a/src/model/effects/generic/DoubleEqualCovariateFunction.h b/src/model/effects/generic/DoubleEqualCovariateFunction.h new file mode 100644 index 0000000..824dbcf --- /dev/null +++ b/src/model/effects/generic/DoubleEqualCovariateFunction.h @@ -0,0 +1,43 @@ +/****************************************************************************** + * SIENA: Simulation Investigation for Empirical Network Analysis + * + * Web: http://www.stats.ox.ac.uk/~snijders/siena/ + * + * File: DoubleEqualCovariateFunction.h + * + * Description: This file contains the definition of the + * DoubleEqualCovariateFunction class. + *****************************************************************************/ + +#ifndef DOUBLEEQUALCOVARIATEFUNCTION_H_ +#define DOUBLEEQUALCOVARIATEFUNCTION_H_ + +#include "DoubleCovariateFunction.h" + +namespace siena +{ + +/** + * Defines a predicate that holds if the ego and the alter have the same + * covariate values. + */ +class DoubleEqualCovariateFunction: public DoubleCovariateFunction +{ +public: + DoubleEqualCovariateFunction(std::string covariateName1, + std::string covariateName2, bool excludeMissing); + + virtual void initialize(const Data * pData, + State * pState, + int period, + Cache * pCache); + + virtual double value(int alter) const; + +private: + bool lexcludeMissing {}; +}; + +} + +#endif /* DOUBLEEQUALCOVARIATEFUNCTION_H_ */ diff --git a/src/model/effects/generic/MixedThreePathFunction.cpp b/src/model/effects/generic/MixedThreePathFunction.cpp new file mode 100644 index 0000000..d5b6b45 --- /dev/null +++ b/src/model/effects/generic/MixedThreePathFunction.cpp @@ -0,0 +1,146 @@ +/****************************************************************************** + * SIENA: Simulation Investigation for Empirical Network Analysis + * + * Web: http://www.stats.ox.ac.uk/~snijders/siena/ + * + * File: MixedThreePathFunction.cpp + * + * Description: This file contains the implementation of the class + * MixedThreePathFunction. + *****************************************************************************/ + +#include +#include +#include "MixedThreePathFunction.h" +#include "network/Network.h" +#include "network/IncidentTieIterator.h" +#include "data/NetworkLongitudinalData.h" +#include "data/Data.h" +#include "utils/SqrtTable.h" + +using namespace std; + +namespace siena +{ + +/** + * Constructor. + * @param[in] networkName the name of the network variable this function is + * associated with + */ + +MixedThreePathFunction::MixedThreePathFunction( + string firstNetworkName, string secondNetworkName, double parameter, + bool firstIn, bool secondIn, bool average) : + MixedNetworkAlterFunction(firstNetworkName, secondNetworkName) +{ + this->lsqrtTable = SqrtTable::instance(); + this->lfirstin = firstIn; + this->lsecondin = secondIn; + this->laverage = average; + this->lvariableName = secondNetworkName; + this->lroot = (parameter == 2)||(parameter == 4); + this->lcenter = (parameter >= 3); +} + +/** + * Initializes this function. + * @param[in] pData the observed data + * @param[in] pState the current state of the dependent variables + * @param[in] period the period of interest + * @param[in] pCache the cache object to be used to speed up calculations + */ +void MixedThreePathFunction::initialize(const Data * pData, + State * pState, + int period, + Cache * pCache) +{ + MixedNetworkAlterFunction::initialize(pData, pState, period, pCache); + NetworkLongitudinalData * pNetworkData = + pData->pNetworkData(this->lvariableName); + if (!pNetworkData) + { + throw logic_error( + "Network data for " + this->lvariableName + " expected."); + } + if (this->lcenter) + { + if (this->lsecondin) + { + this->lavdegree = pNetworkData->averageInDegree(); + } + else + { + this->lavdegree = pNetworkData->averageOutDegree(); + } + } + else + { + this->lavdegree = 0; + } + + if (this->lroot) + { + this->lavdegree = sqrt(this->lavdegree); + // not with lsqrtTable because not an integer + } +} + +/** + * Returns the value of this function for the given alter. It is assumed + * that the function has been initialized before and pre-processed with + * respect to a certain ego. + */ +double MixedThreePathFunction::value(int alter) const +{ + double statistic = 0; + const Network * pFirstNetwork = this->pFirstNetwork(); + const Network * pSecondNetwork = this->pSecondNetwork(); + IncidentTieIterator iter; + int (Network::*pDegreeFunction)(int) const; + int deg = 0; + + if (lfirstin) + { + iter = pFirstNetwork->inTies(alter); + } + else + { + iter = pFirstNetwork->outTies(alter); + } + if (lsecondin) + { + pDegreeFunction = &siena::Network::inDegree; + } + else + { + pDegreeFunction = &siena::Network::outDegree; + } + + for ( ; iter.valid(); iter.next()) + { + if (iter.actor() != this->ego()) + { + if (this->lroot) + { + statistic += + (this->lsqrtTable->sqrt((pSecondNetwork->*pDegreeFunction)(iter.actor())) + - this->lavdegree); + deg++; + } + else + { + statistic += + ((pSecondNetwork->*pDegreeFunction)(iter.actor()) - this->lavdegree); + deg++; + } + } + } + if ((deg > 0) && (this->laverage)) + { + statistic /= deg; + } + return statistic; +} + +} diff --git a/src/model/effects/generic/MixedThreePathFunction.h b/src/model/effects/generic/MixedThreePathFunction.h new file mode 100644 index 0000000..60c1dc4 --- /dev/null +++ b/src/model/effects/generic/MixedThreePathFunction.h @@ -0,0 +1,56 @@ +/****************************************************************************** + * SIENA: Simulation Investigation for Empirical Network Analysis + * + * Web: http://www.stats.ox.ac.uk/~snijders/siena/ + * + * File: MixedThreePathFunction.h + * + * Description: This file contains the definition of the + * MixedThreePathFunction class. + *****************************************************************************/ + +#ifndef MIXEDTHREEPATHFUNCTION_H_ +#define MIXEDTHREEPATHFUNCTION_H_ + +#include "MixedNetworkAlterFunction.h" + +namespace siena +{ + +// ---------------------------------------------------------------------------- +// Section: Forward declarations +// ---------------------------------------------------------------------------- + +class SqrtTable; + +// ---------------------------------------------------------------------------- +// Section: Class definition +// ---------------------------------------------------------------------------- + +class MixedThreePathFunction: public MixedNetworkAlterFunction +{ +public: + MixedThreePathFunction(std::string firstNetworkName, + std::string secondNetworkName, double parameter, + bool firstIn, bool secondIn, bool average); + + virtual void initialize(const Data * pData, + State * pState, int period, Cache * pCache); + + virtual double value(int alter) const; + +private: + bool lroot {}; // should the square root be taken? + bool lcenter {}; // should there be centering? + bool lfirstin {}; // first tie in- or outgoing? + bool lsecondin {}; // second tie in- or outgoing? + bool laverage {}; // should the average be taken? + double lavdegree {}; // if centering: average degree, all observations, secondNetworkName + std::string lvariableName {}; // local secondNetworkName + // Lookup table for fast square root calculations: + SqrtTable * lsqrtTable; +}; + +} + +#endif /* MIXEDTHREEPATHFUNCTION_H_ */ diff --git a/src/model/effects/generic/NetworkAlterFunction.cpp b/src/model/effects/generic/NetworkAlterFunction.cpp index 1a2add5..9a32fa8 100644 --- a/src/model/effects/generic/NetworkAlterFunction.cpp +++ b/src/model/effects/generic/NetworkAlterFunction.cpp @@ -47,7 +47,6 @@ void NetworkAlterFunction::initialize(const Data * pData, Cache * pCache) { AlterFunction::initialize(pData, pState, period, pCache); -// this->lpNetwork = pState->pNetwork(this->name()); this->lpNetwork = pState->pNetwork(this->lnetworkName); this->lpNetworkCache = pCache->pNetworkCache(this->lpNetwork); } diff --git a/src/model/effects/generic/OutActDoubleDistance2Function.cpp b/src/model/effects/generic/OutActDoubleDistance2Function.cpp new file mode 100644 index 0000000..54cd1bf --- /dev/null +++ b/src/model/effects/generic/OutActDoubleDistance2Function.cpp @@ -0,0 +1,135 @@ +/****************************************************************************** + * SIENA: Simulation Investigation for Empirical Network Analysis + * + * Web: http://www.stats.ox.ac.uk/~snijders/siena/ + * + * File: OutActDoubleDistance2Function.cpp + * + * Description: This file contains the implementation of the class + * OutActDoubleDistance2Function. + * It was built on OutActDoubleDistance2Function.cpp + * and it might have been more efficient to make a double iterator class + * and use that as iter in OutActDoubleDistance2Function.cpp. + * If directionalities of the firstNetwork ties should be reversed, + * look at OutActDoubleDistance2Function.cpp and reinstate firstIn here. + *****************************************************************************/ + +#include +#include +#include "OutActDoubleDistance2Function.h" +#include "network/Network.h" +#include "network/IncidentTieIterator.h" +#include "data/NetworkLongitudinalData.h" +#include "data/Data.h" +#include "utils/SqrtTable.h" + +using namespace std; + +namespace siena +{ + +/** + * Constructor. + * @param[in] networkName the name of the network variable this function is + * associated with + */ + +OutActDoubleDistance2Function::OutActDoubleDistance2Function( + string firstNetworkName, string secondNetworkName, double parameter, + bool secondIn, bool average) : + MixedNetworkAlterFunction(firstNetworkName, secondNetworkName) +{ + this->lsqrtTable = SqrtTable::instance(); + this->lroot = (parameter >= 2); + this->lsecondin = secondIn; + this->laverage = average; + this->lvariableName = secondNetworkName; +} + +/** + * Initializes this function. + * @param[in] pData the observed data + * @param[in] pState the current state of the dependent variables + * @param[in] period the period of interest + * @param[in] pCache the cache object to be used to speed up calculations + */ +void OutActDoubleDistance2Function::initialize(const Data * pData, + State * pState, + int period, + Cache * pCache) +{ + MixedNetworkAlterFunction::initialize(pData, pState, period, pCache); + NetworkLongitudinalData * pNetworkData = + pData->pNetworkData(this->lvariableName); + if (!pNetworkData) + { + throw logic_error( + "Network data for " + this->lvariableName + " expected."); + } + if (this->lsecondin) + { + this->lavdegree = pNetworkData->averageInDegree(); + } + else + { + this->lavdegree = pNetworkData->averageOutDegree(); + } + if (this->lroot) + { + this->lavdegree = sqrt(this->lavdegree); + // not with lsqrtTable because not an integer + } +} + +/** + * Returns the value of this function for the given alter. It is assumed + * that the function has been initialized before and pre-processed with + * respect to a certain ego. + */ +double OutActDoubleDistance2Function::value(int alter) const +{ + double statistic = 0; + const Network * pFirstNetwork = this->pFirstNetwork(); + const Network * pSecondNetwork = this->pSecondNetwork(); + IncidentTieIterator iter; + int (Network::*pDegreeFunction)(int) const; + int deg = 0; + + if (lsecondin) + { + pDegreeFunction = &siena::Network::inDegree; + } + else + { + pDegreeFunction = &siena::Network::outDegree; + } + + for (iter = pFirstNetwork->outTies(this->ego()); iter.valid(); iter.next()) + { + for (IncidentTieIterator iter2(pFirstNetwork->inTies(iter.actor())); + iter2.valid(); + iter2.next()) + { + if (this->lroot) + { + statistic += + (this->lsqrtTable->sqrt((pSecondNetwork->*pDegreeFunction)(iter2.actor())) + - this->lavdegree); + deg++; + } + else + { + statistic += ((pSecondNetwork->*pDegreeFunction)(iter2.actor()) + - this->lavdegree); + deg++; + } + } + } + if ((deg > 0) && (this->laverage)) + { + statistic /= deg; + } + return statistic; +} + +} diff --git a/src/model/effects/generic/OutActDoubleDistance2Function.h b/src/model/effects/generic/OutActDoubleDistance2Function.h new file mode 100644 index 0000000..7846158 --- /dev/null +++ b/src/model/effects/generic/OutActDoubleDistance2Function.h @@ -0,0 +1,54 @@ +/****************************************************************************** + * SIENA: Simulation Investigation for Empirical Network Analysis + * + * Web: http://www.stats.ox.ac.uk/~snijders/siena/ + * + * File: OutActDistance2Function.h + * + * Description: This file contains the definition of the + * OutActDoubleDistance2Function class. + *****************************************************************************/ + +#ifndef OUTACTDOUBLEDISTANCE2FUNCTION_H_ +#define OUTACTDOUBLEDISTANCE2FUNCTION_H_ + +#include "MixedNetworkAlterFunction.h" + +namespace siena +{ + +// ---------------------------------------------------------------------------- +// Section: Forward declarations +// ---------------------------------------------------------------------------- + +class SqrtTable; + +// ---------------------------------------------------------------------------- +// Section: Class definition +// ---------------------------------------------------------------------------- + +class OutActDoubleDistance2Function: public MixedNetworkAlterFunction +{ +public: + OutActDoubleDistance2Function(std::string firstNetworkName, + std::string secondNetworkName, double parameter, + bool secondIn, bool average); + + virtual void initialize(const Data * pData, + State * pState, int period, Cache * pCache); + + virtual double value(int alter) const; + +private: + bool lroot {}; // should the square root be taken? + bool lsecondin {}; // in- or outdegrees? + bool laverage {}; // should the average be used? + double lavdegree {}; // average degree, all observations, secondNetworkName + std::string lvariableName {}; // local secondNetworkName + // Lookup table for fast square root calculations: + SqrtTable * lsqrtTable; +}; + +} + +#endif /* OUTACTDOUBLEDISTANCE2FUNCTION_H_ */ diff --git a/src/sources.list b/src/sources.list index 5d30a98..dd4f18c 100644 --- a/src/sources.list +++ b/src/sources.list @@ -1 +1 @@ -siena07internals.cpp siena07models.cpp siena07setup.cpp siena07utilities.cpp data/ChangingDyadicCovariate.cpp data/ConstantDyadicCovariate.cpp data/ContinuousLongitudinalData.cpp data/OneModeNetworkLongitudinalData.cpp data/DyadicCovariateValueIterator.cpp data/LongitudinalData.cpp data/NetworkLongitudinalData.cpp data/ExogenousEvent.cpp data/Covariate.cpp data/DyadicCovariate.cpp data/BehaviorLongitudinalData.cpp data/ChangingCovariate.cpp data/Data.cpp data/NetworkConstraint.cpp data/ActorSet.cpp data/ConstantCovariate.cpp model/ml/BehaviorChange.cpp model/ml/Chain.cpp model/ml/NetworkChange.cpp model/ml/MiniStep.cpp model/ml/Option.cpp model/ml/MLSimulation.cpp model/variables/DiffusionEffectValueTable.cpp model/variables/EffectValueTable.cpp model/variables/BehaviorVariable.cpp model/variables/NetworkVariable.cpp model/variables/DependentVariable.cpp model/EpochSimulation.cpp model/effects/OutOutDegreeAssortativityEffect.cpp model/effects/ReciprocatedSimilarityEffect.cpp model/effects/AverageInAlterEffect.cpp model/effects/NetworkEffect.cpp model/effects/EffectFactory.cpp model/effects/DyadicCovariateDependentNetworkEffect.cpp model/effects/InteractionCovariateEffect.cpp model/effects/ReciprocalDegreeBehaviorEffect.cpp model/effects/OutdegreeActivityEffect.cpp model/effects/AverageDegreeEffect.cpp model/effects/TransitiveTriadsEffect.cpp model/effects/RecipdegreePopularityEffect.cpp model/effects/SimilarityEffect.cpp model/effects/AllSimilarityEffect.cpp model/effects/SimilarityIndegreeEffect.cpp model/effects/IsolateNetEffect.cpp model/effects/DenseTriadsBehaviorEffect.cpp model/effects/AverageAlterInDist2Effect.cpp model/effects/AverageSimilarityInDist2Effect.cpp model/effects/AverageAlterEffect.cpp model/effects/TruncatedOutdegreeEffect.cpp model/effects/TruncatedOutXEffect.cpp model/effects/DyadicCovariateAndNetworkBehaviorEffect.cpp model/effects/OutdegreeActivitySqrtEffect.cpp model/effects/LinearShapeEffect.cpp model/effects/ConstantEffect.cpp model/effects/Effect.cpp model/effects/InStructuralEquivalenceEffect.cpp model/effects/IsolateEffect.cpp model/effects/HomCovariateActivityEffect.cpp model/effects/NetworkDependentBehaviorEffect.cpp model/effects/BetweennessEffect.cpp model/effects/BothDegreesEffect.cpp model/effects/CovariateIndirectTiesEffect.cpp model/effects/QuadraticShapeEffect.cpp model/effects/ThresholdShapeEffect.cpp model/effects/SameCovariateActivityEffect.cpp model/effects/IndegreeEffect.cpp model/effects/AltersInDist2CovariateAverageEffect.cpp model/effects/AverageAlterDist2Effect.cpp model/effects/DyadicCovariateAvAltEffect.cpp model/effects/PopularityAlterEffect.cpp model/effects/WXXClosureEffect.cpp model/effects/AltersCovariateAvSimEffect.cpp model/effects/XWXClosureEffect.cpp model/effects/XXWClosureEffect.cpp model/effects/IndegreePopularityEffect.cpp model/effects/AltersCovariateAvAltEffect.cpp model/effects/CovariateDiffEgoEffect.cpp model/effects/InverseSquaredOutdegreeEffect.cpp model/effects/InverseOutdegreeEffect.cpp model/effects/CovariateAndNetworkBehaviorEffect.cpp model/effects/CovariateAlterEffect.cpp model/effects/SimilarityTransitiveTripletsEffect.cpp model/effects/SameCovariateTransitiveTripletsEffect.cpp model/effects/AlterCovariateActivityEffect.cpp model/effects/IndegreeActivityEffect.cpp model/effects/HomCovariateTransitiveTripletsEffect.cpp model/effects/HigherCovariateEffect.cpp model/effects/SimilarityWEffect.cpp model/effects/SameCovariateEffect.cpp model/effects/AltersDist2CovariateAverageEffect.cpp model/effects/DistanceTwoEffect.cpp model/effects/DoubleInPopEffect.cpp model/effects/DoubleRecDegreeBehaviorEffect.cpp model/effects/OutdegreePopularityEffect.cpp model/effects/AverageGroupEffect.cpp model/effects/AltersCovariateMinimumEffect.cpp model/effects/AltersCovariateMaximumEffect.cpp model/effects/CovariateTransitiveTripletsEffect.cpp model/effects/SameCovariateTransitiveReciprocatedTripletsEffect.cpp model/effects/generic/ProductFunction.cpp model/effects/generic/InTieFunction.cpp model/effects/generic/CovariateDegreeFunction.cpp model/effects/generic/SameCovariateInStarFunction.cpp model/effects/generic/DifferentCovariateInStarFunction.cpp model/effects/generic/EqualCovariatePredicate.cpp model/effects/generic/HomCovariateMixedTwoPathFunction.cpp model/effects/generic/CovariateDistance2SimilarityNetworkFunction.cpp model/effects/generic/SameCovariateTwoPathFunction.cpp model/effects/generic/OutStarFunction.cpp model/effects/generic/InDegreeFunction.cpp model/effects/generic/EgoInDegreeFunction.cpp model/effects/generic/DegreeFunction.cpp model/effects/generic/OutTieFunction.cpp model/effects/generic/CovariateDistance2InAlterNetworkFunction.cpp model/effects/generic/DifferenceFunction.cpp model/effects/generic/ReciprocalFunction.cpp model/effects/generic/AbsDiffFunction.cpp model/effects/generic/CovariateDistance2EgoAltSameNetworkFunction.cpp model/effects/generic/CovariateDistance2EgoAltSimNetworkFunction.cpp model/effects/generic/CovariateMixedNetworkAlterFunction.cpp model/effects/generic/DyadicCovariateMixedNetworkAlterFunction.cpp model/effects/generic/InJaccardFunction.cpp model/effects/generic/CovariateDistance2AlterNetworkFunction.cpp model/effects/generic/OutActDistance2Function.cpp model/effects/generic/TwoStepFunction.cpp model/effects/generic/TwoPathFunction.cpp model/effects/generic/GenericNetworkEffect.cpp model/effects/generic/MissingCovariatePredicate.cpp model/effects/generic/CovariatePredicate.cpp model/effects/generic/IntAlterFunction.cpp model/effects/generic/SameCovariateInTiesFunction.cpp model/effects/generic/SameCovariateOutTiesFunction.cpp model/effects/generic/BetweennessFunction.cpp model/effects/generic/EgoOutDegreeFunction.cpp model/effects/generic/EgoRecipDegreeFunction.cpp model/effects/generic/OutJaccardFunction.cpp model/effects/generic/SameCovariateOutStarFunction.cpp model/effects/generic/DifferentCovariateOutStarFunction.cpp model/effects/generic/SumFunction.cpp model/effects/generic/EgoFunction.cpp model/effects/generic/ReciprocatedTwoPathFunction.cpp model/effects/generic/ConditionalFunction.cpp model/effects/generic/MixedThreeCyclesFunction.cpp model/effects/generic/CovariateDistance2NetworkFunction.cpp model/effects/generic/AlterFunction.cpp model/effects/generic/IntSqrtFunction.cpp model/effects/generic/MixedNetworkAlterFunction.cpp model/effects/generic/OutDegreeFunction.cpp model/effects/generic/SameCovariateMixedTwoPathFunction.cpp model/effects/generic/InStarsTimesDegreesFunction.cpp model/effects/generic/ConstantFunction.cpp model/effects/generic/MixedTwoStepFunction.cpp model/effects/generic/WeightedMixedTwoPathFunction.cpp model/effects/generic/ReverseTwoPathFunction.cpp model/effects/generic/AlterPredicate.cpp model/effects/generic/CovariateNetworkAlterFunction.cpp model/effects/generic/GwespFunction.cpp model/effects/generic/NetworkAlterFunction.cpp model/effects/generic/DoubleOutActFunction.cpp model/effects/generic/OneModeNetworkAlterFunction.cpp model/effects/generic/InStarFunction.cpp model/effects/TransitiveMediatedTripletsEffect.cpp model/effects/TransitiveTiesEffect.cpp model/effects/ReciprocityEffect.cpp model/effects/MaxAlterEffect.cpp model/effects/DenseTriadsSimilarityEffect.cpp model/effects/RecipdegreeActivityEffect.cpp model/effects/TransitiveTripletsEffect.cpp model/effects/OutdegreeEffect.cpp model/effects/CovariateEgoSquaredEffect.cpp model/effects/CovariateDependentNetworkEffect.cpp model/effects/GwdspEffect.cpp model/effects/WWXClosureEffect.cpp model/effects/CovariateDependentBehaviorEffect.cpp model/effects/OutInDegreeAssortativityEffect.cpp model/effects/DyadicCovariateReciprocityEffect.cpp model/effects/AntiIsolateEffect.cpp model/effects/NetworkInteractionEffect.cpp model/effects/InInDegreeAssortativityEffect.cpp model/effects/AltersCovariateAverageEffect.cpp model/effects/DyadicCovariateMainEffect.cpp model/effects/FourCyclesEffect.cpp model/effects/SameCovariateFourCyclesEffect.cpp model/effects/CovariateEgoAlterEffect.cpp model/effects/InIsolateDegreeEffect.cpp model/effects/ThreeCyclesEffect.cpp model/effects/TwoNetworkDependentBehaviorEffect.cpp model/effects/BalanceEffect.cpp model/effects/CovariateEgoEffect.cpp model/effects/CovariateEgoDiffEffect.cpp model/effects/DenseTriadsEffect.cpp model/effects/JumpCovariateTransitiveTripletsEffect.cpp model/effects/AverageReciprocatedAlterEffect.cpp model/effects/DoubleDegreeBehaviorEffect.cpp model/effects/StructuralRateEffect.cpp model/effects/BehaviorInteractionEffect.cpp model/effects/TransitiveReciprocatedTriplets2Effect.cpp model/effects/CovariateSimilarityEffect.cpp model/effects/InAltersCovariateAverageEffect.cpp model/effects/BehaviorEffect.cpp model/effects/MixedNetworkEffect.cpp model/effects/MixedOnlyTwoPathEffect.cpp model/effects/TransitiveReciprocatedTripletsEffect.cpp model/effects/DiffusionRateEffect.cpp model/effects/IsolatePopEffect.cpp model/effects/DensityEffect.cpp model/effects/InOutDegreeAssortativityEffect.cpp model/effects/CovariateContrastEffect.cpp model/effects/CovariateDiffEffect.cpp model/effects/DoubleOutActEffect.cpp model/effects/MainCovariateContinuousEffect.cpp model/effects/MainCovariateEffect.cpp model/effects/AverageAlterContinuousEffect.cpp model/effects/CovariateDependentContinuousEffect.cpp model/effects/IsolateOutContinuousEffect.cpp model/effects/MaxAlterContinuousEffect.cpp model/effects/ReciprocalDegreeContinuousEffect.cpp model/effects/IndegreeContinuousEffect.cpp model/effects/AltersCovariateTotSimEffect.cpp model/EffectInfo.cpp model/effects/OutdegreeContinuousEffect.cpp model/State.cpp model/filters/PermittedChangeFilter.cpp model/filters/LowerFilter.cpp model/filters/DisjointFilter.cpp model/filters/NetworkDependentFilter.cpp model/filters/HigherFilter.cpp model/filters/AtLeastOneFilter.cpp model/Function.cpp model/Model.cpp model/effects/NetworkDependentContinuousEffect.cpp model/SdeSimulation.cpp model/settings/ComposableSetting.cpp model/settings/DyadicSetting.cpp model/settings/GeneralSetting.cpp model/settings/MeetingSetting.cpp model/settings/PrimarySetting.cpp model/settings/Setting.cpp model/settings/SettingInfo.cpp model/settings/SettingsFactory.cpp model/settings/UniversalSetting.cpp model/SimulationActorSet.cpp model/StatisticCalculator.cpp model/tables/EgocentricConfigurationTable.cpp model/tables/NetworkCache.cpp model/tables/ConfigurationTable.cpp model/tables/MixedConfigurationTable.cpp model/tables/Cache.cpp model/tables/BetweennessTable.cpp model/tables/TwoPathTable.cpp model/tables/TwoNetworkCache.cpp model/tables/CriticalInStarTable.cpp model/tables/MixedTwoPathTable.cpp model/tables/MixedEgocentricConfigurationTable.cpp network/NetworkUtils.cpp network/UnionNeighborIterator.cpp network/CommonNeighborIterator.cpp network/IncidentTieIterator.cpp network/iterators/AdvUnionTieIterator.cpp network/iterators/GeneralTieIterator.cpp network/layers/DistanceTwoLayer.cpp network/layers/PrimaryLayer.cpp network/Network.cpp network/OneModeNetwork.cpp network/TieIterator.cpp utils/Utils.cpp utils/NamedObject.cpp utils/Random.cpp utils/SqrtTable.cpp model/effects/ContinuousEffect.cpp model/variables/ContinuousVariable.cpp model/effects/WienerEffect.cpp model/effects/FeedbackEffect.cpp model/effects/InterceptEffect.cpp model/effects/SettingSizeEffect.cpp model/effects/AverageGroupEgoEffect.cpp model/effects/SettingsNetworkEffect.cpp model/effects/PrimarySettingEffect.cpp model/effects/NetworkWithPrimaryEffect.cpp model/effects/PrimaryCompressionEffect.cpp +siena07internals.cpp siena07models.cpp siena07setup.cpp siena07utilities.cpp data/ChangingDyadicCovariate.cpp data/ConstantDyadicCovariate.cpp data/ContinuousLongitudinalData.cpp data/OneModeNetworkLongitudinalData.cpp data/DyadicCovariateValueIterator.cpp data/LongitudinalData.cpp data/NetworkLongitudinalData.cpp data/ExogenousEvent.cpp data/Covariate.cpp data/DyadicCovariate.cpp data/BehaviorLongitudinalData.cpp data/ChangingCovariate.cpp data/Data.cpp data/NetworkConstraint.cpp data/ActorSet.cpp data/ConstantCovariate.cpp model/ml/BehaviorChange.cpp model/ml/Chain.cpp model/ml/NetworkChange.cpp model/ml/MiniStep.cpp model/ml/Option.cpp model/ml/MLSimulation.cpp model/variables/DiffusionEffectValueTable.cpp model/variables/EffectValueTable.cpp model/variables/BehaviorVariable.cpp model/variables/NetworkVariable.cpp model/variables/DependentVariable.cpp model/EpochSimulation.cpp model/effects/OutOutDegreeAssortativityEffect.cpp model/effects/ReciprocatedSimilarityEffect.cpp model/effects/AverageInAlterEffect.cpp model/effects/NetworkEffect.cpp model/effects/EffectFactory.cpp model/effects/DyadicCovariateDependentNetworkEffect.cpp model/effects/InteractionCovariateEffect.cpp model/effects/ReciprocalDegreeBehaviorEffect.cpp model/effects/OutdegreeActivityEffect.cpp model/effects/AverageDegreeEffect.cpp model/effects/TransitiveTriadsEffect.cpp model/effects/RecipdegreePopularityEffect.cpp model/effects/SimilarityEffect.cpp model/effects/AllSimilarityEffect.cpp model/effects/SimilarityIndegreeEffect.cpp model/effects/IsolateNetEffect.cpp model/effects/DenseTriadsBehaviorEffect.cpp model/effects/AverageAlterInDist2Effect.cpp model/effects/AverageSimilarityInDist2Effect.cpp model/effects/AverageAlterEffect.cpp model/effects/TruncatedOutdegreeEffect.cpp model/effects/TruncatedOutXEffect.cpp model/effects/DyadicCovariateAndNetworkBehaviorEffect.cpp model/effects/OutdegreeActivitySqrtEffect.cpp model/effects/LinearShapeEffect.cpp model/effects/ConstantEffect.cpp model/effects/Effect.cpp model/effects/InStructuralEquivalenceEffect.cpp model/effects/IsolateEffect.cpp model/effects/HomCovariateActivityEffect.cpp model/effects/NetworkDependentBehaviorEffect.cpp model/effects/BetweennessEffect.cpp model/effects/BothDegreesEffect.cpp model/effects/CovariateIndirectTiesEffect.cpp model/effects/QuadraticShapeEffect.cpp model/effects/ThresholdShapeEffect.cpp model/effects/SameCovariateActivityEffect.cpp model/effects/CrossCovariateActivityEffect.cpp model/effects/IndegreeEffect.cpp model/effects/AltersInDist2CovariateAverageEffect.cpp model/effects/AverageAlterDist2Effect.cpp model/effects/DyadicCovariateAvAltEffect.cpp model/effects/PopularityAlterEffect.cpp model/effects/WXXClosureEffect.cpp model/effects/AltersCovariateAvSimEffect.cpp model/effects/XWXClosureEffect.cpp model/effects/XXWClosureEffect.cpp model/effects/IndegreePopularityEffect.cpp model/effects/AltersCovariateAvAltEffect.cpp model/effects/CovariateDiffEgoEffect.cpp model/effects/InverseSquaredOutdegreeEffect.cpp model/effects/InverseOutdegreeEffect.cpp model/effects/CovariateAndNetworkBehaviorEffect.cpp model/effects/CovariateAlterEffect.cpp model/effects/SimilarityTransitiveTripletsEffect.cpp model/effects/SameCovariateTransitiveTripletsEffect.cpp model/effects/AlterCovariateActivityEffect.cpp model/effects/IndegreeActivityEffect.cpp model/effects/HomCovariateTransitiveTripletsEffect.cpp model/effects/HigherCovariateEffect.cpp model/effects/SimilarityWEffect.cpp model/effects/SameCovariateEffect.cpp model/effects/AltersDist2CovariateAverageEffect.cpp model/effects/DistanceTwoEffect.cpp model/effects/DoubleInPopEffect.cpp model/effects/DoubleRecDegreeBehaviorEffect.cpp model/effects/OutdegreePopularityEffect.cpp model/effects/AverageGroupEffect.cpp model/effects/AltersCovariateMinimumEffect.cpp model/effects/AltersCovariateMaximumEffect.cpp model/effects/CovariateTransitiveTripletsEffect.cpp model/effects/SameCovariateTransitiveReciprocatedTripletsEffect.cpp model/effects/generic/ProductFunction.cpp model/effects/generic/InTieFunction.cpp model/effects/generic/CovariateDegreeFunction.cpp model/effects/generic/SameCovariateInStarFunction.cpp model/effects/generic/DifferentCovariateInStarFunction.cpp model/effects/generic/EqualCovariatePredicate.cpp model/effects/generic/DoubleEqualCovariateFunction.cpp model/effects/generic/HomCovariateMixedTwoPathFunction.cpp model/effects/generic/CovariateDistance2SimilarityNetworkFunction.cpp model/effects/generic/SameCovariateTwoPathFunction.cpp model/effects/generic/OutStarFunction.cpp model/effects/generic/InDegreeFunction.cpp model/effects/generic/EgoInDegreeFunction.cpp model/effects/generic/DegreeFunction.cpp model/effects/generic/OutTieFunction.cpp model/effects/generic/CovariateDistance2InAlterNetworkFunction.cpp model/effects/generic/DifferenceFunction.cpp model/effects/generic/ReciprocalFunction.cpp model/effects/generic/AbsDiffFunction.cpp model/effects/generic/CovariateDistance2EgoAltSameNetworkFunction.cpp model/effects/generic/CovariateDistance2EgoAltSimNetworkFunction.cpp model/effects/generic/CovariateMixedNetworkAlterFunction.cpp model/effects/generic/DyadicCovariateMixedNetworkAlterFunction.cpp model/effects/generic/InJaccardFunction.cpp model/effects/generic/CovariateDistance2AlterNetworkFunction.cpp model/effects/generic/OutActDistance2Function.cpp model/effects/generic/OutActDoubleDistance2Function.cpp model/effects/generic/TwoStepFunction.cpp model/effects/generic/TwoPathFunction.cpp model/effects/generic/GenericNetworkEffect.cpp model/effects/generic/MissingCovariatePredicate.cpp model/effects/generic/CovariatePredicate.cpp model/effects/generic/DoubleCovariateFunction.cpp model/effects/generic/DoubleCovariateCatFunction.cpp model/effects/generic/IntAlterFunction.cpp model/effects/generic/SameCovariateInTiesFunction.cpp model/effects/generic/SameCovariateOutTiesFunction.cpp model/effects/generic/BetweennessFunction.cpp model/effects/generic/EgoOutDegreeFunction.cpp model/effects/generic/EgoRecipDegreeFunction.cpp model/effects/generic/OutJaccardFunction.cpp model/effects/generic/SameCovariateOutStarFunction.cpp model/effects/generic/DifferentCovariateOutStarFunction.cpp model/effects/generic/SumFunction.cpp model/effects/generic/EgoFunction.cpp model/effects/generic/ReciprocatedTwoPathFunction.cpp model/effects/generic/ConditionalFunction.cpp model/effects/generic/MixedThreeCyclesFunction.cpp model/effects/generic/CovariateDistance2NetworkFunction.cpp model/effects/generic/AlterFunction.cpp model/effects/generic/IntSqrtFunction.cpp model/effects/generic/MixedNetworkAlterFunction.cpp model/effects/generic/OutDegreeFunction.cpp model/effects/generic/SameCovariateMixedTwoPathFunction.cpp model/effects/generic/InStarsTimesDegreesFunction.cpp model/effects/generic/ConstantFunction.cpp model/effects/generic/MixedTwoStepFunction.cpp model/effects/generic/MixedThreePathFunction.cpp model/effects/generic/WeightedMixedTwoPathFunction.cpp model/effects/generic/ReverseTwoPathFunction.cpp model/effects/generic/AlterPredicate.cpp model/effects/generic/CovariateNetworkAlterFunction.cpp model/effects/generic/GwespFunction.cpp model/effects/generic/NetworkAlterFunction.cpp model/effects/generic/DoubleOutActFunction.cpp model/effects/generic/OneModeNetworkAlterFunction.cpp model/effects/generic/InStarFunction.cpp model/effects/TransitiveMediatedTripletsEffect.cpp model/effects/TransitiveTiesEffect.cpp model/effects/ReciprocityEffect.cpp model/effects/MaxAlterEffect.cpp model/effects/DenseTriadsSimilarityEffect.cpp model/effects/RecipdegreeActivityEffect.cpp model/effects/TransitiveTripletsEffect.cpp model/effects/OutdegreeEffect.cpp model/effects/CovariateEgoSquaredEffect.cpp model/effects/CovariateDependentNetworkEffect.cpp model/effects/GwdspEffect.cpp model/effects/WWXClosureEffect.cpp model/effects/CovariateDependentBehaviorEffect.cpp model/effects/OutInDegreeAssortativityEffect.cpp model/effects/DyadicCovariateReciprocityEffect.cpp model/effects/AntiIsolateEffect.cpp model/effects/NetworkInteractionEffect.cpp model/effects/InInDegreeAssortativityEffect.cpp model/effects/AltersCovariateAverageEffect.cpp model/effects/DyadicCovariateMainEffect.cpp model/effects/FourCyclesEffect.cpp model/effects/SameCovariateFourCyclesEffect.cpp model/effects/CovariateEgoAlterEffect.cpp model/effects/InIsolateDegreeEffect.cpp model/effects/ThreeCyclesEffect.cpp model/effects/TwoNetworkDependentBehaviorEffect.cpp model/effects/BalanceEffect.cpp model/effects/CovariateEgoEffect.cpp model/effects/CovariateEgoDiffEffect.cpp model/effects/DenseTriadsEffect.cpp model/effects/JumpCovariateTransitiveTripletsEffect.cpp model/effects/AverageReciprocatedAlterEffect.cpp model/effects/DoubleDegreeBehaviorEffect.cpp model/effects/StructuralRateEffect.cpp model/effects/BehaviorInteractionEffect.cpp model/effects/TransitiveReciprocatedTriplets2Effect.cpp model/effects/CovariateSimilarityEffect.cpp model/effects/InAltersCovariateAverageEffect.cpp model/effects/BehaviorEffect.cpp model/effects/MixedNetworkEffect.cpp model/effects/MixedOnlyTwoPathEffect.cpp model/effects/TransitiveReciprocatedTripletsEffect.cpp model/effects/DiffusionRateEffect.cpp model/effects/IsolatePopEffect.cpp model/effects/DensityEffect.cpp model/effects/InOutDegreeAssortativityEffect.cpp model/effects/CovariateContrastEffect.cpp model/effects/CovariateDiffEffect.cpp model/effects/DoubleOutActEffect.cpp model/effects/MainCovariateContinuousEffect.cpp model/effects/MainCovariateEffect.cpp model/effects/AverageAlterContinuousEffect.cpp model/effects/CovariateDependentContinuousEffect.cpp model/effects/IsolateOutContinuousEffect.cpp model/effects/MaxAlterContinuousEffect.cpp model/effects/ReciprocalDegreeContinuousEffect.cpp model/effects/IndegreeContinuousEffect.cpp model/effects/AltersCovariateTotSimEffect.cpp model/EffectInfo.cpp model/effects/OutdegreeContinuousEffect.cpp model/State.cpp model/filters/PermittedChangeFilter.cpp model/filters/LowerFilter.cpp model/filters/DisjointFilter.cpp model/filters/NetworkDependentFilter.cpp model/filters/HigherFilter.cpp model/filters/AtLeastOneFilter.cpp model/Function.cpp model/Model.cpp model/effects/NetworkDependentContinuousEffect.cpp model/SdeSimulation.cpp model/settings/ComposableSetting.cpp model/settings/DyadicSetting.cpp model/settings/GeneralSetting.cpp model/settings/MeetingSetting.cpp model/settings/PrimarySetting.cpp model/settings/Setting.cpp model/settings/SettingInfo.cpp model/settings/SettingsFactory.cpp model/settings/UniversalSetting.cpp model/SimulationActorSet.cpp model/StatisticCalculator.cpp model/tables/EgocentricConfigurationTable.cpp model/tables/NetworkCache.cpp model/tables/ConfigurationTable.cpp model/tables/MixedConfigurationTable.cpp model/tables/Cache.cpp model/tables/BetweennessTable.cpp model/tables/TwoPathTable.cpp model/tables/TwoNetworkCache.cpp model/tables/CriticalInStarTable.cpp model/tables/MixedTwoPathTable.cpp model/tables/MixedEgocentricConfigurationTable.cpp network/NetworkUtils.cpp network/UnionNeighborIterator.cpp network/CommonNeighborIterator.cpp network/IncidentTieIterator.cpp network/iterators/AdvUnionTieIterator.cpp network/iterators/GeneralTieIterator.cpp network/layers/DistanceTwoLayer.cpp network/layers/PrimaryLayer.cpp network/Network.cpp network/OneModeNetwork.cpp network/TieIterator.cpp utils/Utils.cpp utils/NamedObject.cpp utils/Random.cpp utils/SqrtTable.cpp model/effects/ContinuousEffect.cpp model/variables/ContinuousVariable.cpp model/effects/WienerEffect.cpp model/effects/FeedbackEffect.cpp model/effects/InterceptEffect.cpp model/effects/SettingSizeEffect.cpp model/effects/AverageGroupEgoEffect.cpp model/effects/SettingsNetworkEffect.cpp model/effects/PrimarySettingEffect.cpp model/effects/NetworkWithPrimaryEffect.cpp model/effects/PrimaryCompressionEffect.cpp From 0310d5bbffa8198bb12029f72891fe160ff45000 Mon Sep 17 00:00:00 2001 From: Tom Snijders Date: Thu, 21 Mar 2024 17:14:20 +0100 Subject: [PATCH 2/3] New updateSpecification --- R/effectsMethods.r | 115 +++++++++++++++++++++++++++++++++++++++++++-- R/initializeFRAN.r | 85 +++++++++++++++++++++++---------- man/updateTheta.Rd | 42 ++++++----------- 3 files changed, 184 insertions(+), 58 deletions(-) diff --git a/R/effectsMethods.r b/R/effectsMethods.r index 0ae5c78..f870620 100644 --- a/R/effectsMethods.r +++ b/R/effectsMethods.r @@ -235,15 +235,16 @@ edit.sienaEffects <- function(name, ...) } ##@updateSpecification Methods add specified effects from other effects object -updateSpecification <- function(effects.to, effects.from, name.to=NULL, name.from=NULL) +updateSpecification <- function(effects.to, effects.from, + effects.extra=NULL, name.to=NULL, name.from=NULL) { - if (!inherits(effects.to, "data.frame")) + if (!inherits(effects.to, "sienaEffects")) { - stop("effects.to is not a data.frame") + stop("effects.to is not an effects object") } - if (!inherits(effects.from, "data.frame")) + if (!inherits(effects.from, "sienaEffects")) { - stop("effects.from is not a data.frame") + stop("effects.from is not an effects object") } if (is.null(name.from)) { @@ -308,5 +309,109 @@ updateSpecification <- function(effects.to, effects.from, name.to=NULL, name.fro effects.to$test[use] <- prevEffects$test[correspondence][use] effects.to$parm[use] <- prevEffects$parm[correspondence][use] effects.to$randomEffects[use] <- prevEffects$randomEffects[correspondence][use] + effects.to$initialValue[use] <- prevEffects$initialValue[correspondence][use] +# the above does not transfer interaction effects. +# A lot of work is needed to get the information about the interacting effects. + inter <- which(prevEffects$include & + (prevEffects$shortName %in% c("unspInt","behUnspInt"))) + if (length(inter) >= 1) + { + # look up the interacting main effects, and try to get information + # about which are the interacting effects. + efn1 <- prevEffects$effect1[inter] + efn2 <- prevEffects$effect2[inter] + efn3 <- prevEffects$effect3[inter] + # Note that some of efn3 may be 0, + # and effects.from$effectNumber starts counting from 1. + # First try to find the corresponding main effects in effects.from + three <- (efn3 > 0) + mefn1 <- match(efn1, effects.from$effectNumber) + mefn2 <- match(efn2, effects.from$effectNumber) + mefn3 <- ifelse(three, match(efn3, effects.from$effectNumber), 0) + effects.fr <- effects.from + if (any(is.na(c(mefn1,mefn2,mefn3)))) + { + if (is.null(effects.extra)) + { + stop("Effects object ", deparse(substitute(effects.from)), + " contains some interactions \n", + " without information for the corresponding main effects,\n", + " and there is no effects.extra.") + } + else + { + if (!inherits(effects.extra, "sienaEffects")) + { + stop("effects.extra is needed, and is not an effects object") + } + # Now try to find the corresponding main effects in effects.extra + version1 <- attr(effects.from, "version") + version2 <- attr(effects.extra, "version") + sameversion <- FALSE + if ((!is.null(version1)) & (!is.null(version2))) + { + sameversion <- (version1==version2) + } + if (!sameversion) + { + warning("RSiena versions of effects.from and effects.extra", + " are different;\n", + " check that the effects object", + " generated by updateSpecification is correct.") + } + mefn1 <- match(efn1, effects.extra$effectNumber) + mefn2 <- match(efn2, effects.extra$effectNumber) + mefn3 <- ifelse(three, match(efn3, effects.extra$effectNumber), 0) + if (any(is.na(c(mefn1,mefn2,mefn3)))) + { + stop("Effects object ", deparse(substitute(effects.from)), + " contains some interactions \n", + " and neither this nor ", deparse(substitute(effects.extra)), + "\n contains information for the corresponding main effects.") + } + effects.fr <- effects.extra + } + } + shn1 <- effects.fr[mefn1,"shortName"] + shn2 <- effects.fr[mefn2,"shortName"] + shn3 <- rep('', length(three)) + shn3[three] <- effects.fr[mefn3[three],"shortName"] + int11 <- effects.fr[mefn1,"interaction1"] + int12 <- effects.fr[mefn2,"interaction1"] + int13 <- rep('', length(three)) + int13[three] <- effects.fr[mefn3[three],"interaction1"] + int21 <- effects.fr[mefn1,"interaction2"] + int22 <- effects.fr[mefn2,"interaction2"] + int23 <- rep('', length(three)) + int23[three] <- effects.fr[mefn3[three],"interaction2"] + nam <- prevEffects[inter,"name"] + typ <- prevEffects[inter,"type"] + fixx <- prevEffects[inter,"fix"] + tests <- prevEffects[inter,"test"] + rand <- prevEffects[inter,"randomEffects"] + initv <- prevEffects[inter,"initialValue"] + for (k in seq_along(inter)){ + if (three[k]) + { + effects.to <- includeInteraction(effects.to, shn1[k], shn2[k], shn3[k], + name=nam[k], + interaction1=c(int11[k],int12[k],int13[k]), + interaction2=c(int21[k],int22[k],int23[k]), + initialValue=initv[k], + type=typ[k], fix=fixx[k], test=tests[k], random=rand[k], + verbose=FALSE, character=TRUE) + } + else + { + effects.to <- includeInteraction(effects.to, shn1[k], shn2[k], + name=nam[k], + interaction1=c(int11[k],int21[k]), + interaction2=c(int12[k],int22[k]), + initialValue=initv[k], + type=typ[k], fix=fixx[k], test=tests[k], random=rand[k], + verbose=FALSE, character=TRUE) + } + } + } effects.to } diff --git a/R/initializeFRAN.r b/R/initializeFRAN.r index 204c551..17124df 100644 --- a/R/initializeFRAN.r +++ b/R/initializeFRAN.r @@ -114,15 +114,7 @@ initializeFRAN <- function(z, x, data, effects, prevAns=NULL, initC, stop("not valid siena data object") } ## check the effects object - if (!is.null(attr(effects, "onePeriodSde"))) - { - oPS <- attr(effects, "onePeriodSde") - } - else - { - oPS <- FALSE - } - defaultEffects <- getEffects(data, onePeriodSde=oPS) + defaultEffects <- checkVersion(data, effects) if (is.null(effects)) { cat("You specified no effects. The default effects are used.\n") @@ -154,22 +146,6 @@ initializeFRAN <- function(z, x, data, effects, prevAns=NULL, initC, { stop("effects is not a data.frame") } - effectsVersion <- attr(effects, "version") - if (is.null(effectsVersion)) - { - differentVersions <- TRUE - } - else - { - differentVersions <- (effectsVersion != attr(defaultEffects, "version")) - } - if ((differentVersions) & - (any((effects$shortName %in% c("unspInt","behUnspInt"))&effects$include))) - { - warning("Your effects object contains interaction effects and was made - using a different RSiena version. - Make sure the interaction effects are the same.") - } if (x$useStdInits) { # The restriction to effects with shortname not unspInt or behUnspInt @@ -2452,6 +2428,65 @@ updateTheta <- function(effects, prevAns, varName=NULL) effects } + +##@ numberIntn siena07 sienaBayes, number of network interaction effects used for getEffects +numberIntn <- function(myeff){ + if (!is.null(myeff)){ + numnet <- length(unique(myeff$name[myeff$shortName=="density"])) # number of dependent networks + nintn <- sum(myeff$shortName == 'unspInt')/3 # 3 for eval - creation - endow + } + else + { + numnet <- 0 + } + ifelse((numnet <= 0), 10, nintn/numnet) # 10 is the default in getEffects +} + +##@ numberIntn siena07 sienaBayes, number of behavior interaction effects used for getEffects +numberBehIntn <- function(myeff){ + if (!is.null(myeff)){ + numbeh <- length(unique(myeff$name[myeff$shortName=="linear"]))# number of dependent behaviors + nbehIntn <- sum(myeff$shortName == 'behUnspInt')/3 # 3 for eval - creation - endow + } + else + { + numbeh <- 0 + } + ifelse((numbeh <= 0), 4, nbehIntn/numbeh) # 4 is the default in getEffects +} + + +##@checkVersion siena07 Create default effects object and check RSiena version. +checkVersion <- function(dat, effs){ + if (!is.null(attr(effs, "onePeriodSde"))) + { + oPS <- attr(effs, "onePeriodSde") + } + else + { + oPS <- FALSE + } + defaultEffects <- getEffects(dat, nintn=numberIntn(effs), + behNintn=numberBehIntn(effs),onePeriodSde=oPS) + effectsVersion <- attr(effs, "version") + if (is.null(effectsVersion)) + { + differentVersions <- TRUE + } + else + { + differentVersions <- (effectsVersion != attr(defaultEffects, "version")) + } + if ((differentVersions) & + (any((effs$shortName %in% c("unspInt","behUnspInt"))&effs$include))) + { + warning("Your effects object contains interaction effects and was made + using a different RSiena version. + Make sure the interaction effects are the same.") + } + defaultEffects +} + ##@addSettingseffects siena07 add extra rate effects for settings model # addSettingsEffects <- function(effects, x) # { diff --git a/man/updateTheta.Rd b/man/updateTheta.Rd index 8a71e9c..89268cb 100644 --- a/man/updateTheta.Rd +++ b/man/updateTheta.Rd @@ -6,14 +6,15 @@ A function to update the initial values of theta, and a function to update an effects object. } \description{ - \code{updateTheta} copies the final values of any matching selected effects - from a \code{\link{sienaFit}} object to a Siena effects object.\cr - \code{updateSpecification} includes in a Siena effects object - a set of effects that are included in another effects object. + \code{updateTheta} copies the final values of any matching selected effects + from a \code{\link{sienaFit}} object to a Siena effects object.\cr + \code{updateSpecification} includes in a Siena effects object + a set of effects that are included in another effects object. } \usage{ updateTheta(effects, prevAns, varName=NULL) -updateSpecification(effects.to, effects.from, name.to=NULL, name.from=NULL) +updateSpecification(effects.to, effects.from, + effects.extra=NULL, name.to=NULL, name.from=NULL) } \arguments{ \item{effects}{Object of class \code{\link{sienaEffects}}.} @@ -24,6 +25,7 @@ updateSpecification(effects.to, effects.from, name.to=NULL, name.from=NULL) dependent variable / these dependent variables.} \item{effects.to}{Object of class \code{\link{sienaEffects}}.} \item{effects.from}{Object of class \code{\link{sienaEffects}}.} + \item{effects.extra}{Object of class \code{\link{sienaEffects}}.} \item{name.to}{Character string, name of dependent variable in \code{object.to}.} \item{name.from}{Character string, name of dependent variable in \code{object.from}.} @@ -41,14 +43,11 @@ updateSpecification(effects.to, effects.from, name.to=NULL, name.from=NULL) By \code{updateSpecification}, the effects included in \code{effects.from} are also included in \code{effects.to}; if \code{name.to} and/or \code{name.from} is specified, this is restricted to effects - for those dependent variables. - If \code{name.to = "all"} (should then not be used as variable name!), - the effects for all dependent variables will be updated. \cr - Correspondence between effects is defined by \code{"name", "shortName" - "type", "groupName", "interaction1", "interaction2", "period", "effect1", - "effect2",} and \code{"effect3"}. This means that inclusion of user-defined - interactions will be updated only if they were available (i.e., defined) - already in \code{effects.to}. + for those dependent variables.\cr + If \code{effects.from} contains interaction effects, the corresponding + main effects will be looked for in \code{effects.from}; if they are not + found there, they will be looked for in \code{effects.extra}. + See the examples for a typical case. } \value{ Updated effects object. @@ -71,6 +70,7 @@ mynet1 <- sienaDependent(array(c(tmp3, tmp4), dim=c(32, 32, 2))) mydata <- sienaDataCreate(mynet1) myeff1 <- getEffects(mydata) myeff1 <- includeEffects(myeff1, transTrip) +myeff1 <- includeInteraction(myeff1, recip, inPop) myalgorithm <- sienaAlgorithmCreate(nsub=1, n3=100, projname=NULL) ans <- siena07(myalgorithm, data=mydata, effects=myeff1, batch=TRUE) ans$theta @@ -78,21 +78,7 @@ ans$theta ## ## For updateSpecification: myeff2 <- getEffects(mydata) -myeff2 <- includeEffects(myeff2, inPop) +myeff2 <- includeEffects(myeff2, outAct) updateSpecification(myeff2, myeff1) -# Create (meaningless) two-dimensional dependent network -mynet1 <- sienaDependent(array(c(s501, s502), dim=c(50, 50, 2))) -mynet2 <- sienaDependent(array(c(s503, s501), dim=c(50, 50, 2))) -mydata12 <- sienaDataCreate(mynet1, mynet2) -myeff12 <- getEffects(mydata12) -myeff.new <- getEffects(mydata12) -(myeff12 <- includeEffects(myeff12, inPop, outPop, outAct)) -# update myeff.new only for mynet1: -updateSpecification(myeff.new, myeff12) -# update myeff.new for all dependent networks: -(myeff.updated <- updateSpecification(myeff.new, myeff12, "all")) -# use multivariate effects object to update univariate effects object: -myeff1 <- getEffects(sienaDataCreate(mynet1)) -updateSpecification(myeff1, myeff.updated) } \keyword{ models } From efbc046db81750f2c497574bb60eca9d6f674eed Mon Sep 17 00:00:00 2001 From: Tom Snijders Date: Thu, 21 Mar 2024 17:15:13 +0100 Subject: [PATCH 3/3] Version 1.4.9 --- DESCRIPTION | 4 +- NEWS.md | 23 ++ docs/manual/RSiena_Manual.pdf | Bin 1535813 -> 1547537 bytes docs/manual/RSiena_Manual.tex | 385 ++++++++++++++++++++++++++++------ man/RSiena-package.Rd | 4 +- man/sienaDependent.Rd | 5 + 6 files changed, 357 insertions(+), 64 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index d6031b0..1be8580 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -2,8 +2,8 @@ Encoding: UTF-8 Package: RSiena Type: Package Title: Siena - Simulation Investigation for Empirical Network Analysis -Version: 1.4.8 -Date: 2024-02-29 +Version: 1.4.9 +Date: 2024-03-21 Authors@R: c(person("Tom A.B.", "Snijders", role = c("cre", "aut"), email = "tom.snijders@nuffield.ox.ac.uk", comment = c(ORCID = "0000-0003-3157-4157")), person("Ruth M.", "Ripley", role = "aut"), diff --git a/NEWS.md b/NEWS.md index b9fb1f8..4a8c1e5 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,3 +1,26 @@ +# RSiena 1.4.9 + +2024-03-21 + + +## Changes in RSiena: + +### Effects: + * New effects `crossXOutAct`, `outOutDist2ActIntn`, + `outOutDist2AvIntn`, `inPopOutW`. + * New effect group `doubleCovarNetObjective`. + * New effects `sameXV` and `sameXVInPop` for bipartite networks. + * `sameXCycle4` added for one-mode and symmetric networks. + * `sharedTo` gets default internal effect parameter `p=3`. +### Improved functionality: + * Function `updateSpecification` now also updates interaction effects + and `initialValues`. +### Improved coding: + * Internal functions `numberIntn`, `numberBehIntn`, `checkVersion` + defined in file `initializeFRAN.r`. + * The `Covariate` class and its descendants (all actor covariates) + now have functions `min` and `max`. + # RSiena 1.4.8 2024-02-29 diff --git a/docs/manual/RSiena_Manual.pdf b/docs/manual/RSiena_Manual.pdf index 1c603eae53010003a9669b8f0e0a713cbf8fd42b..6ada1684039f1da090dfdb45dc4137ad4b7db9ca 100644 GIT binary patch delta 386463 zcmZ6QQ*;;LjJhj@S%-eb}v6BaGH1I#7^(jPENdZy=x-R6%NNsm=4 z>S5~^vnyT#)mIjys`6NGe{mGZYc4|f_i0XR3)q!QhMttNBE7sD5&(aPN>tP=HTdH@ zs4NPT`=$strRDh@WoIi{UoFIj^fVXeGVAAZ?RP)eC+eUg8*`CtuAz(5a?9T_t(jta z%sea!^~`CSK?|6uHtu1_DrN0jCLme5v5eb2fwlcmsmmM!Ag6orwQV1ZFlGSxR<#MyE$-8#Rut}Z-Z zEw%rg*{z_ZQ8U;T1y?LTy=-L5eVxGA9#bbJ9ubz0d%jVGowr-G#?XAok4i#nM@S?kymJV zF1YR9UIa8NgMu%*BdxO{?zz2rVa}ZPQ|A|vD2ArK>bLwgmc8l3&3XU){erj4%mpYW&B|FC*+o zEkt0|{iZzzT1BK{35hV0X`au7Fd&!twf>_c63U8ShTv=N%Q&0s|R5{r2R<#5tJJ!S&gU-l3Vn}z6ytOrHYb95Y2!Lp@Vf}>de^B* zN05n9#tc4AALk=bK>7p#hg99l2pnk9fdLTJwQ0e?^3)?KG#05b*x!izW1fs9_Dj;9 zoDl<;EEO9A2}(nx%|l2)*j9K~I@mapXxvP0lW9)7D5r#47Ixcr5#wa)FBy4!SSvCX z9~UG9M*T2dy+=Q(&2=V&9?Y+250H~)K%)0|W19~xtX;0Arh2fLk#}YMyk&z1V*vE; 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rk*c(N(WLlhY5Qf(iu_DXzb(l!dnKQhheif|RaSvYNJz_Ao9cf7S}5H$ diff --git a/docs/manual/RSiena_Manual.tex b/docs/manual/RSiena_Manual.tex index 1a11345..30c4530 100644 --- a/docs/manual/RSiena_Manual.tex +++ b/docs/manual/RSiena_Manual.tex @@ -195,7 +195,7 @@ by Mark Huisman, Michael Schweinberger, and Christian Steglich. This manual is frequently updated, mostly only in a minor way. -This version was renewed for \RS version 1.4.8. +This version was renewed for \RS version 1.4.9. \end{abstract} @@ -909,12 +909,12 @@ \subsection{Installing \R and \RS } If you want to have detailed information about what is available at CRAN, go to\\ \url{http://cran.r-project.org/web/packages/RSiena/} .\\ - However, it is advisable to have + However, it is advisable to have \fi Currently (mid February 2024), \RS is archived on CRAN, which means that it is not directly available. This hopefully will be restored soon. - + You can download the latest version of \RS from GitHub or the \SI website. @@ -923,8 +923,8 @@ \subsection{Installing \R and \RS } or to\\ \url{http://www.stats.ox.ac.uk/~snijders/siena/siena_downloads.htm}\\ and there download the appropriate version of the package - appropriate for your operation system (Windows, Mac, Unix). - + appropriate for your operation system (Windows, Mac, Unix). + \iffalse Installation can be done in various ways --- by the function \texttt{install.packages()} in \Rn, @@ -947,9 +947,9 @@ \subsection{Installing \R and \RS } In \sfn{RStudio}, go to \texttt{Tools $\rightarrow$ Install packages} and choose\\ \texttt{Install From: Package archive file (zip; tar.gz)}. -Alternatively, install the \texttt{remotes} package in R, +Alternatively, install the \texttt{remotes} package in R, and run -\begin{verbatim} +\begin{verbatim} remotes::install_github("stocnet/rsiena", build=FALSE) \end{verbatim} \end{enumerate} @@ -1146,7 +1146,7 @@ \subsection{Getting help with problems} of \rs. Details of the latest version available can be found at the `Downloads' page. The version is - identified by a version number (e.g.\ 1.4.8). + identified by a version number (e.g.\ 1.4.9). You can find the number of your current installed version by opening \R, and typing\\ \verb|packageVersion("RSiena")| \\ @@ -9318,7 +9318,9 @@ \subsubsection{Network evaluation function} for the two-mode and \texttt{(cycle4ND)} for the non-directed case,\\[0.3em] $s^{\rm net}_{i\vit}(x) = \frac14 \sum_{j,k,h; \text{all different}} x_{ij}\, x_{ik}\, x_{hj}\, x_{hk}\,$;\\[0.3em] - for parameter $p = 2$ the square root is taken;\\ + for parameter $p = 2$ the square root is taken; \\[0.3em] + $s^{\rm net}_{i\vit}(x) = \frac12 \sum_{j} x_{ij} \sqrt{ \sum_{k,h; \text{all different}} + x_{ik}\, x_{hj}\, x_{hk} }\,$;\\[0.3em] note that this is like the \texttt{sharedPop} effect above, \\ but for the two-mode and non-directed cases \\ the directionality plays no role; @@ -10549,6 +10551,8 @@ \subsubsection{Network evaluation function} $s^{\rm net}_{i\vit}(x) = \sum_j x_{ij}\, I\{v_i = v_j \} $,\\ where the indicator function $I\{v_i = v_j \} $ is 1 if the condition $\{v_i = v_j \} $ is satisfied, and 0 if it is not;\\ + for equality between different variables for ego and alter, + there is the \texttt{sameXV} effect, mentioned below; \item {\em same covariate $\times$ reciprocity} \texttt{(sameXRecip)} defined by the @@ -10651,6 +10655,21 @@ \subsubsection{Network evaluation function} for internal effect parameter $p=2$, it is defined by\\ $s^{\rm net}_{i\vit}(x) = \sum_j x_{ij} \, I\{v_i \neq v_j \} \sqrt{\sum_h x_{ih}\, I\{v_i \neq v_h \}} $;\\ + + + \item {\em outdegree activity different-same covariate} +\texttt{(crossXOutAct)} defined by the + combination of ties to others who have a different covariate value than $i$ + and others who have the same covariate value as $i$. + The internal effect parameter $p$ has three values, + depending on where the square root is taken. + The effect is defined by \\ + $s^{\rm net}_{i\vit}(x) = \sum_j x_{ij} \, I\{v_i = v_j \} \, + \sum_h x_{ih}\, I\{v_i \neq v_h \} \ , \hfill (p=1) $\\[0.4em] + $s^{\rm net}_{i\vit}(x) = \sum_j x_{ij} \, I\{v_i = v_j \} \, + \sqrt{ \sum_h x_{ih}\, I\{v_i \neq v_h \} } \ , \hfill (p=2)$\\[0.4em] + $s^{\rm net}_{i\vit}(x) = \sum_j x_{ij} \, I\{v_i \neq v_j \} \, + \sqrt{ \sum_h x_{ih}\, I\{v_i = v_h \} } \ ; \hfill (p=3)$\\ \item {\em outdegree activity to homogeneous covariate} @@ -11115,6 +11134,63 @@ \subsubsection{Network evaluation function} \end{enumerate} +\noindent +\textbf{\emph{Monadic double covariate effects}} +\medskip + + +\noindent +For pairs of actor-dependent covariates $V$ and $U$ with values $v_i$ and $u_j$, +the following effects are available. + Currently, these effects are implemented only for bipartite (two-mode) networks. + Then $V$ must be a covariate for the first mode, and $U$ for the second mode. + +\begin{enumerate} +\setcounter{enumi}{\value{savenumi}} + + \item \emph{same covariate1--covariate2}, which can also be called {\em covariate-related identity} + \texttt{(sameXV)}, defined by the + number of ties of $i$ to all other actors $j$ for which the value of $i$ + on covariate $V$ is the same as the value of $j$ on covariate $U$,\\[0.3em] + $s^{\rm net}_{i\vit}(x) = \sum_j x_{ij}\, I\{v_i = u_j \} $,\\[0.3em] + where the indicator function $I\{v_i = u_j \} $ is 1 if the condition $\{v_i = u_j \} $ + is satisfied, and 0 if it is not.\\ + In practice, this effect is meaningful only if $U$ and $V$ are non-centered variables.\\ + + \item \emph{indegree popularity from same covariate1 to same covariate2}, + \texttt{(sameXVInPop)} and \texttt{(sameXVInPop2)}. + This is an elementary effect that is implemented only for non-centered categorical + actor variables with values within the range of numbers from 0 to 20. + It is defined, for the tie from $i$ to $j$, by the number of +incoming ties sent by actors $h$ who have the same covariate value $v_h = v_i$ as $i$ + and received by those $k$ who have the same covariate value $u_k = u_j$ as $j$:\\[0.3em] + $s^{\rm el}_{i\vit}(x) = x_{ij}\, \sum_{h,k} x_{hk}\, I\{v_h = v_i,\, u_k=u_j \} \ , \hfill (p=1) $\\[0.3em] + where the indicator function $ I\{v_h = v_i,\, u_k=u_j \} $ is 1 + if the condition $\{v_h = v_i,\, u_k=u_j \} $ is satisfied, and 0 if it is not. + + The effect parameter $p$ can take the values 1, 2, 3 and 4. + The formula given above is for $p=1$.\\ + For $p=3$, the effect is defined by the \underline{proportion} of ties from same-$V$ actors + to same-$V$ nodes, as given by the formula \\[0.5em] + $\displaystyle s^{\rm el}_{i\vit}(x) = x_{ij}\, \frac{ \sum_{h,k} x_{hk}\, I\{v_h = v_i,\, u_k=u_j \}} + { \sum_{h,k} I\{v_h = v_i,\, u_k=u_j \}} \ . \hfill (p=3) $ + + For $p=2$ and $p=4$, the square root is taken: \\[0.5em] + $s^{\rm el}_{i\vit}(x) = x_{ij}\, \sqrt{\sum_{h,k} x_{hk}\, I\{v_h = v_i,\, u_k=u_j \}} \ , \hfill (p=2)$\\[0.3em] + and \\[0.3em] + $\displaystyle s^{\rm el}_{i\vit}(x) = x_{ij}\, \sqrt{ \frac{ \sum_{h,k} x_{hk}\, I\{v_h = v_i,\, u_k=u_j \}} + { \sum_{h,k} I\{v_h = v_i,\, u_k=u_j \}}} \ . \hfill (p=4)$\\[0.3em] + +The default is $p=3$. + +This effect is perhaps rather time-consuming because it iterates over all $x_{hk}$. +For this reason, \texttt{sameXVInPop} and \texttt{sameXVInPop2} are different implementations +of the same effect. +The former iterates over all ties, the second over all nodes $h$, and then over their outgoing ties. +You can choose whichever is more efficient for your data set. + +\setcounter{savenumi}{\value{enumi}} +\end{enumerate} \iffalse If there are multiple networks, their roles can be crossed here -- @@ -11493,46 +11569,7 @@ \subsubsection{Multiple network effects} \end{center} \vfill \end{minipage} -\item - mixed twopath average effect ($X$: twopath$^{1/p}$ $W$ average) \texttt{(outOutAvIntn)},\\ - defined by the outdegree of $i$ - multiplied by the average of the $X$-outdegrees\\ -\begin{minipage}[t]{.60\textwidth} - of those to whom $i$ has a $W$-tie:\\ - for $p=1$, this is\\[0.4em] - $s^{\rm net}_{i\vit}(x) = x_{i+}\, - \frac{ \sum_h w_{ih} \big(x_{h+} - \bar x\big)}{\sum_h w_{ih}} $\\[0.4em] - and for $p=2$, there is a square root transformation:\\[0.4em] - $s^{\rm net}_{i\vit}(x) = x_{i+} \, - \frac{\sum_h w_{ih} \big(\sqrt{x_{h+}} - \sqrt{\bar x}\big)}{\sum_h w_{ih}}$\\[0.4em] - where $\bar x$ is the average outdegree over all waves. - \end{minipage} -\hfill -\begin{minipage}[t]{.35\textwidth} -\linethickness{0.3pt} -%\vspace*{0.4em} -\begin{center} -\beginpicture -\setcoordinatesystem units <1.4cm,1.4cm> point at 4 3 -\setplotarea x from 1 to 4, y from 0.5 to 1.5 -\put{\large$\bullet$} at 1 1 -\put{\large$\bullet$} at 2 1 -\put{\large$\bullet$} at 3 1 -\put{\large$\bullet$} at 4 1 -\put{$i$} at 2 0.7 -\put{$h$} at 3 0.7 -\put{$j$} at 1 0.7 -\put{$\ldots$} at 4 0.7 -\put{{\small $W$}} at 2.5 1.3 -\put{{\small $X$}} at 1.5 1.3 -\put{{\small $X$}} at 3.5 1.3 -\arrow <2mm> [.2,.6] from 2.2 1 to 2.8 1 -\arrow <2mm> [.2,.6] from 1.8 1 to 1.2 1 -\arrow <2mm> [.2,.6] from 3.2 1 to 3.8 1 -\endpicture -\end{center} -\vfill -\end{minipage} + \end{enumerate} @@ -12099,6 +12136,144 @@ \subsubsection{Multiple network effects} (cf.\ \texttt{sharedPop}). \begin{enumerate} \setcounter{enumi}{\value{savenumi}} +\item + mixed twopath average effect ($X$: twopath$^{1/p}$ $W$ average) \texttt{(outOutAvIntn)},\\ + defined by the outdegree of $i$ + multiplied by the average of the $X$-outdegrees\\ +\begin{minipage}[t]{.60\textwidth} + of those to whom $i$ has a $W$-tie:\\ + for $p=1$, this is\\[0.4em] + $\displaystyle s^{\rm net}_{i\vit}(x) = x_{i+}\, + \frac{ \sum_h w_{ih} \big(x_{h+} - \bar x\big)}{\sum_h w_{ih}} $\\[0.4em] + and for $p=2$, there is a square root transformation:\\[0.4em] + $\displaystyle s^{\rm net}_{i\vit}(x) = x_{i+} \, + \frac{\sum_h w_{ih} \big(\sqrt{x_{h+}} - \sqrt{\bar x}\big)}{\sum_h w_{ih}}$\\[0.4em] + where $\bar x$ is the average outdegree over all waves. + \end{minipage} +\hfill +\begin{minipage}[t]{.35\textwidth} +\linethickness{0.3pt} +%\vspace*{0.4em} +\begin{center} +\beginpicture +\setcoordinatesystem units <1.4cm,1.4cm> point at 4 3 +\setplotarea x from 1 to 4, y from 0.5 to 1.5 +\put{\large$\bullet$} at 1 1 +\put{\large$\bullet$} at 2 1 +\put{\large$\bullet$} at 3 1 +\put{\large$\bullet$} at 4 1 +\put{$i$} at 2 0.7 +\put{$h$} at 3 0.7 +\put{$j$} at 1 0.7 +\put{$\ldots$} at 4 0.7 +\put{{\small $W$}} at 2.5 1.3 +\put{{\small $X$}} at 1.5 1.3 +\put{{\small $X$}} at 3.5 1.3 +\arrow <2mm> [.2,.6] from 2.2 1 to 2.8 1 +\arrow <2mm> [.2,.6] from 1.8 1 to 1.2 1 +\arrow <2mm> [.2,.6] from 3.2 1 to 3.8 1 +\endpicture +{\scriptsize \ (this is the same configuration as above)} +\end{center} +\vfill +\end{minipage} + +\item +\begin{minipage}[t]{.70\textwidth} + shared $W$ outdegree activity effect ($X$: shared $W$ outdegree$^{1/p}$ activity) \texttt{(outOutDist2ActIntn)} + defined by the outdegree of $i$ + multiplied by sum of $X$-outdegrees of those $h$ to whom $i$ has a + distance-2 $W$-tie $i \rightarrow k \leftarrow h$ (counting multiplicities):\\ + for $p=1$, this is\\[0.4em] +$ +s^{\rm net}_{i\vit}(x) = \, x_{i+} \sum_h (x_{h+} - \bar x) \big\{\sum_{k} w_{ik} \, w_{hk} + \big\} +$\\[0.4em] + and for $p=2$, there is a square root transformation:\\[0.4em] + $ s^{\rm net}_{i\vit}(x) = \, x_{i+} \sum_h \big(\sqrt{x_{h+}} - \sqrt{\bar x}\big) + \sum_h \big\{ \sum_{k} w_{ik} \, w_{hk} \big\}$\\[0.4em] + where $\bar x$ is the average outdegree over all waves. +\setcounter{savenumi}{\value{enumi}} + \end{minipage} +\hfill +\begin{minipage}[t]{.15\textwidth} +\linethickness{0.3pt} +\vfill +\begin{center} +\beginpicture +\setcoordinatesystem units <0.8cm,0.8cm> point at 4 3 +\setplotarea x from 2 to 4, y from 0 to 3 +\put{\large$\bullet$} at 2 0.7 +\put{\large$\bullet$} at 4 0.7 +\put{\large$\bullet$} at 3 2.732 +\put{\small$\blacklozenge$} at 2.3 1.85 % k +\put{$i$} at 2 0 +\put{$j$} at 4 0 +\put{$h$} at 3 3.4 +\put{$k$} at 2.65 1.9 +\put{{\small $W$}} at 2.25 2.55 +\put{{\small $W$}} at 1.8 1.5 +\put{{\small $X$}} at 3.7 2.4 +\put{{\small $X$}} at 3 0.3 +\arrow <2mm> [.2,.6] from 2.2 0.7 to 3.8 0.7 % i to j +\arrow <2mm> [.2,.6] from 2 0.9 to 2.2 1.65 % i to k +\arrow <2mm> [.2,.6] from 2.85 2.6 to 2.4 2.1 % h to k +\arrow <2mm> [.2,.6] from 3.2 2.8 to 4.5 2.8 +\endpicture +\end{center} +\vfill +\end{minipage} + +\item + shared $W$ average outdegree activity effect ($X$: shared $W$ average outdegree$^{1/p}$ activity) + \texttt{(outOutDist2AvIntn)},\\ + defined by the outdegree of $i$ + multiplied by the average of the $X$-outdegrees of those $h$ to whom $i$ has a + distance-2 $W$-tie $i \rightarrow k \leftarrow h$ (counting multiplicities):\\ +\begin{minipage}[t]{.60\textwidth} + for $p=1$, this is\\[0.4em] +$ \displaystyle +s^{\rm net}_{i\vit}(x) = \, \frac{ x_{i+} \sum_h (x_{h+} - \bar x) \big\{\sum_{k} w_{ik} \, w_{hk} + \big\} }{ \sum_{k,h} w_{ik} \, w_{hk} } +$\\[0.4em] + and for $p=2$, there is a square root transformation:\\[0.4em] + $ \displaystyle s^{\rm net}_{i\vit}(x) = \, \frac{ x_{i+} \sum_h \big(\sqrt{x_{h+}} - \sqrt{\bar x}\big) + \sum_h \big\{ \sum_{k} w_{ik} \, w_{hk} \big\} }{ \sum_{k,h} w_{ik} \, w_{hk} } + $\\[0.4em] + where $\bar x$ is the average outdegree over all waves. + \end{minipage} +\hfill +\begin{minipage}[t]{.35\textwidth} +\linethickness{0.3pt} +%\vspace*{0.4em} +\begin{center} +\beginpicture +\setcoordinatesystem units <1.4cm,1.4cm> point at 4 3 +\setplotarea x from 1 to 4, y from 0.5 to 1.5 +\put{\large$\bullet$} at 1 1 +\put{\large$\bullet$} at 2 1 +\put{\small$\blacklozenge$} at 3 1 +\put{\large$\bullet$} at 4 1 +\put{\large$\bullet$} at 5 1 +\put{$i$} at 2 0.7 +\put{$j$} at 1 0.7 +\put{$k$} at 3 0.7 +\put{$h$} at 4 0.7 +\put{$\ldots$} at 5 0.7 +\put{{\small $X$}} at 1.5 1.3 +\put{{\small $W$}} at 2.5 1.3 +\put{{\small $W$}} at 3.5 1.3 +\put{{\small $X$}} at 4.5 1.3 +\arrow <2mm> [.2,.6] from 2.2 1 to 2.8 1 +\arrow <2mm> [.2,.6] from 1.8 1 to 1.2 1 +\arrow <2mm> [.2,.6] from 3.8 1 to 3.2 1 +\arrow <2mm> [.2,.6] from 4.2 1 to 4.8 1 +\endpicture +{\scriptsize \ (this is the same configuration as above)} +\end{center} +\vfill +\end{minipage} + \item \begin{minipage}[t]{.7\textwidth} {\em shared W leading to agreement along X}, ($X$: shared $W$ to agreement) \texttt{(sharedTo)} \\[0.2em] @@ -12109,6 +12284,8 @@ \subsubsection{Multiple network effects} is proportional to the number of mixed $W-X$ three-paths $i \stackrel{W}{\rightarrow} h \stackrel{W}{\leftarrow} k \stackrel{X}{\rightarrow} j$. + + This can be regarded also as a mixed 4-cycle effect. \end{minipage} \hfill \begin{minipage}[t]{.15\textwidth} @@ -12119,8 +12296,8 @@ \subsubsection{Multiple network effects} \setcoordinatesystem units <0.8cm,0.8cm> point at 4 3 \setplotarea x from 2 to 4, y from 0 to 3 \put{\large$\bullet$} at 2 1 -\put{\large$\bullet$} at 4 1 -\put{\large$\bullet$} at 2 3 +\put{\small$\blacksquare$} at 4 1 +\put{\small$\blacklozenge$} at 2 3 \put{\large$\bullet$} at 4 3 \put{$i$} at 2 0.4 \put{$j$} at 4 0.4 @@ -12157,11 +12334,78 @@ \subsubsection{Multiple network effects} $s^{\rm net}_{i\vit}(x) = \sum_{j,k; k \neq i} x_{ij}\, x_{kj}\, \Big( \sqrt{\sum_{h} w_{ih}\, w_{kh} } \,-\, \sqrt{c} \Big)\,$.\\ + This can be regarded as a higher-order effect related to the \texttt{inPopOutW} + effect (see below) as well as indegree-popularity. + The differences between the centered and non-centered versions amount to + a multiple of the indegree-popularity (without $\sqrt{}$) \texttt{inPop} effect. + Therefore, when the \texttt{sharedTo} effect is used, it may be advisable + also to include the \texttt{inPop} and \texttt{inPopOutW} effects, + so as to avoid misinterpretations. + + + \item +\begin{minipage}[t]{.6\textwidth} + {\em indegree-popularity weighted by W-outdegree}, + ($X$: ind.\ pop.\ by outd.\ $W$) \texttt{(inPopOutW)} \\[0.2em] + $s^{\rm net}_{i\vit}(x) = \sum_{j,k; k \neq i} x_{ij}\, x_{kj}\, + \big( w_{k+} - c\big ) \,$;\\[0.2em] + this refers to mixed $X-X-W$ three-paths; + the contribution of the tie $i \stackrel{X}{\rightarrow} j$ + is proportional to + the number of mixed $X-W$ three-paths + $ j \stackrel{X}{\leftarrow} k \stackrel{W}{\rightarrow} h$. + + This can be regarded also as a mixed 3-path effect. + \end{minipage} +\hfill +\begin{minipage}[t]{.25\textwidth} +\linethickness{0.3pt} +\vfill +\begin{center} +\beginpicture +\setcoordinatesystem units <1.4cm,1.4cm> point at 4 3 +\setplotarea x from 1 to 4, y from 0.5 to 1.5 +\put{\large$\bullet$} at 1 1 +\put{\small$\blacksquare$} at 2 1 +\put{\large$\bullet$} at 3 1 +\put{\small$\blacklozenge$} at 4 1 +\put{$i$} at 1 0.7 +\put{$k$} at 3 0.7 +\put{$j$} at 2 0.7 +\put{$h$} at 4 0.7 +\put{{\small $W$}} at 3.5 1.3 +\put{{\small $X$}} at 1.5 1.3 +\put{{\small $X$}} at 2.5 1.3 +\arrow <2mm> [.2,.6] from 2.8 1 to 2.2 1 +\arrow <2mm> [.2,.6] from 1.2 1 to 1.8 1 +\arrow <2mm> [.2,.6] from 3.2 1 to 3.8 1 +\endpicture +\end{center} +\vfill +\end{minipage} + + The effect parameter $p$ can take the values 1, 2, 3 and 4. + For $p=1,2$, there is no centering: $c=0$. + For $p=3,4$, the value $c$, a constant for centering, + is the average of the $W$-outdegrees over all waves. + + For $p=2$ and $p=4$, the square root is taken: \\[0.3em] + $s^{\rm net}_{i\vit}(x) = \sum_{j,k; k \neq i} x_{ij}\, x_{kj}\, + \big( w_{k+} \,-\, \sqrt{c} \big)\,$. + + Note that since this is the evaluation function for actor $i$ with + respect to network $X$, only the $x_{ij}$ tie indicator in the formula, + corresponding to the tie $i \stackrel{X}{\rightarrow} j$, + is the dependent variable here.\\ + The interpretation is that actors have the tendency to make more + outgoing $X$-choices to those ($j$) who have many outgoing $W$-ties. + This can be regarded as a higher-order effect related to indegree-popularity. The differences between the centered and non-centered versions amount to a multiple of the indegree-popularity (without $\sqrt{}$) \texttt{inPop} effect. - Therefore, when the \texttt{sharedTo} effect is used, it is advisable - also to include the \texttt{inPop} effect, so as to avoid misinterpretations. + Therefore, when the \texttt{inPopOutW} effect is used, it is advisable + also to include the \texttt{inPop} effect, so as to avoid misinterpretations. + \setcounter{savenumi}{\value{enumi}} \end{enumerate} @@ -16344,12 +16588,12 @@ \section{For programmers: Building, installing and checking the package} them to the repository. \item [Check] Checking is a process designed to ensure that packages are likely to work correctly when installed. Type\\ -\verb|R CMD check RSiena_1.4.8.tar.gz|\\ +\verb|R CMD check RSiena_1.4.9.tar.gz|\\ (where the version number is adjusted to match the tar ball name.) \item[zip file] To make a zip file that can be used in Windows for `installing from a local zip file', and therefore is easy for distribution to others, type\\ -\verb|R CMD INSTALL --build RSiena_1.4.8.tar.gz| \\ +\verb|R CMD INSTALL --build RSiena_1.4.9.tar.gz| \\ (where again the version number is adjusted to match the tar ball name.) \end{description} @@ -16788,8 +17032,8 @@ \subsection{Notes on effectGroups and two-mode networks} In the function \textsf{getEffects} in file \sfn{effects.r}, some additional measures are taken for effects in effectGroup \sfn{covarBipartiteEff}. This implies that for adding such effects, it will be necessary to see whether -this function also must be modified; this will have to be done -in function \sfn{covarBipartiteEff}. +this function (i.e., \textsf{getEffects}) also must be modified; +this will have to be done in function \sfn{covarBipartiteEff}. (Note: it would be preferable perhaps to have separate effect classes for covariates on the first and on the second mode, as done for the effect groups in the following paragraphs.) @@ -17364,7 +17608,7 @@ \section{Appendix: Changes compared to earlier versions} version 1.0.6 of end October 2009. For more complete information about changes, consult the \texttt{NEWS.md} file in the source code, -and the \texttt{ONWS} (`old news') and \texttt{ONWS\_gh} (`old news in GitHub') files, +and the \texttt{ONWS} (`old news') and \texttt{ONWS\_gh} (`old news in GitHub') files, which contain more complete listings. The \texttt{NEWS.md} file can also be consulted during an \R session if you installed the package \rs, provided you have also attached the @@ -17374,9 +17618,9 @@ \section{Appendix: Changes compared to earlier versions} to get the NEWS about any package that you installed (such as \rs), give the command \begin{verbatim} -news(package="packageName") +news(package="packageName") \end{verbatim} -(where you can fill in the package name). +(where you can fill in the package name). \bigskip \begin{small} @@ -17407,6 +17651,27 @@ \section{Appendix: Changes compared to earlier versions} \fi +\item 2024-03-21 GitHub, package version 1.4.9 + + +Changes in RSiena: +\begin{itemize} +\item New effects: + \begin{itemize} + \item New effects \texttt{crossXOutAct}, \texttt{outOutDist2ActIntn}, + \texttt{outOutDist2AvIntn}, \texttt{inPopOutW}. + \item New effect group \texttt{doubleCovarNetObjective}. + \item New effects \texttt{sameXV} and \texttt{sameXVInPop} for bipartite networks. + \item \texttt{sameXCycle4} added for one-mode and symmetric networks. + \item \texttt{sharedTo} gets default internal effect parameter \texttt{p=3} . + \end{itemize} +\item Improvements of functionality: + \begin{itemize} + \item Function \sfn{updateSpecification} now also updates interaction effects + and \texttt{initialValues}. + \end{itemize} +\end{itemize} + \item 2024-02-29 GitHub, package version 1.4.8. diff --git a/man/RSiena-package.Rd b/man/RSiena-package.Rd index c190167..d543903 100644 --- a/man/RSiena-package.Rd +++ b/man/RSiena-package.Rd @@ -47,8 +47,8 @@ Bug reports can be submitted at \tabular{ll}{ Package: \tab RSiena\cr Type: \tab Package\cr - Version: \tab 1.4.8\cr - Date: \tab 2024-02-29\cr + Version: \tab 1.4.9\cr + Date: \tab 2024-03-21\cr Depends: \tab R (>= 3.5.0)\cr Imports: \tab Matrix, lattice, parallel, MASS, methods, xtable\cr Suggests: \tab network, tools, codetools, tcltk\cr diff --git a/man/sienaDependent.Rd b/man/sienaDependent.Rd index 27fa0fb..f232359 100644 --- a/man/sienaDependent.Rd +++ b/man/sienaDependent.Rd @@ -99,5 +99,10 @@ str(sp501) ## so that is supplied additionally by @Dim. mymatlist <- list(sp501, sp502, sp503) mynet.sp <- sienaDependent(mymatlist) +# For a bipartite (two-mode) network: +senders <- sienaNodeSet(50, nodeSetName="senders") +receivers <- sienaNodeSet(30, nodeSetName="receivers") +mynet <- sienaDependent(array(c(s501[,1:30], s502[,1:30]), dim=c(50, 30, 2)), + nodeSet=c("senders", "receivers")) } \keyword{classes}

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