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29 changes: 16 additions & 13 deletions DESCRIPTION
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Expand Up @@ -3,18 +3,21 @@ Title: Cluster-Robust (Sandwich) Variance Estimators with Small-Sample
Corrections
Version: 0.3.1
Authors@R: person("James", "Pustejovsky", email = "jepusto@gmail.com", role = c("aut", "cre"))
Description: Provides several cluster-robust variance estimators (i.e., sandwich estimators) for
ordinary and weighted least squares linear regression models, including the bias-reduced
linearization estimator introduced by Bell and McCaffrey (2002)
<http://www.statcan.gc.ca/pub/12-001-x/2002002/article/9058-eng.pdf> and developed further
by Pustejovsky and Tipton (2017) <DOI:10.1080/07350015.2016.1247004>. The package includes
functions for estimating the variance- covariance matrix and for testing single- and multiple-
contrast hypotheses based on Wald test statistics. Tests of single regression coefficients
use Satterthwaite or saddle-point corrections. Tests of multiple-contrast hypotheses use an
approximation to Hotelling's T-squared distribution. Methods are provided for a variety of
fitted models, including lm() and mlm objects, glm(), ivreg (from package 'AER'), plm() (from
package 'plm'), gls() and lme() (from 'nlme'), robu() (from 'robumeta'), and rma.uni() and
rma.mv() (from 'metafor').
Description: Provides several cluster-robust variance estimators (i.e.,
sandwich estimators) for ordinary and weighted least squares linear regression
models, including the bias-reduced linearization estimator introduced by Bell
and McCaffrey (2002)
<http://www.statcan.gc.ca/pub/12-001-x/2002002/article/9058-eng.pdf> and
developed further by Pustejovsky and Tipton (2017)
<DOI:10.1080/07350015.2016.1247004>. The package includes functions for estimating
the variance- covariance matrix and for testing single- and multiple-
contrast hypotheses based on Wald test statistics. Tests of single regression
coefficients use Satterthwaite or saddle-point corrections. Tests of multiple-
contrast hypotheses use an approximation to Hotelling's T-squared distribution.
Methods are provided for a variety of fitted models, including lm() and mlm
objects, glm(), ivreg (from package 'AER'), plm() (from package 'plm'), gls()
and lme() (from 'nlme'), robu() (from 'robumeta'), and rma.uni() and rma.mv()
(from 'metafor').
URL: https://github.com/jepusto/clubSandwich
BugReports: https://github.com/jepusto/clubSandwich/issues
Depends:
Expand All @@ -38,4 +41,4 @@ Suggests:
plm (>= 1.6-4),
testthat,
rmarkdown
RoxygenNote: 6.0.1
RoxygenNote: 5.0.1
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