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andre-fuchs-uni-oldenburg authored Sep 16, 2022
1 parent 934cee1 commit a7160ad
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1,932 changes: 968 additions & 964 deletions Functions_v5-MATLAB/FIT_KM.m

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2 changes: 2 additions & 0 deletions Functions_v5-MATLAB/KM_Calculation.m
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% m_data = mean of the data
% multi_point = Multipoint condition 1=YES or 2=NO
% condition = This input is for multipoint statistics
% norm_r = normalization of the scale using $\lambda$? data 1=Yes, 0=No
%
% Arguments OUT
% evaluated = a modified/updated struct 'evaluated' array
% Enclosed in a "evaluated":
% r is the scale in meters at which moments will be calculated and hence this r will
% be the same at which D1 & D2 will be calculated===>r2
% r_samp is nothing but the r in number of samples==>r2
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4 changes: 4 additions & 0 deletions Functions_v5-MATLAB/KM_STP_optimization.m
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% tol_opti = Optimization: Tolerance of the range of Kramers-Moyal coefficients in %
% It is the percentage(For Ex: 0.1 for 10 percent or 0.2 for 20 percent)of D1 or D2
% within these limit which you want to optimize these coeffcients D1 & D2
% norm_ur = normalization of the data using $\sigma_\infty$? data 1=Yes, 0=No
% norm_r = normalization of the scale using $\lambda$? data 1=Yes, 0=No
% save_path = path for saving figures and files
% save_name = name for saving files
%
% Arguments OUT
% evaluated = a modified/updated struct 'evaluated' array with optimized value of D1 & D2
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4 changes: 4 additions & 0 deletions Functions_v5-MATLAB/KM_plot.m
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% taylor_L = Taylor length scale in meters
% multi_point = Multipoint condition 1=YES or 2=NO
% condition = This input is for multipoint statistics
% norm_ur = normalization of the data using $\sigma_\infty$? data 1=Yes, 0=No
% norm_r = normalization of the scale using $\lambda$? data 1=Yes, 0=No
% save_path = path for saving figures and files
% save_name = name for saving files
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
function KM_plot(co,evaluated,Fs,taylor_L,int_L,multi_point,condition,norm_ur,norm_r,save_path,save_name,varargin)
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4 changes: 4 additions & 0 deletions Functions_v5-MATLAB/KM_plot_raw.m
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% taylor_L = Taylor length scale in meters
% point = Multipoint condition 1=YES or 2=NO
% condition = This input is for multipoint statistics
% norm_ur = normalization of the data using $\sigma_\infty$? data 1=Yes, 0=No
% norm_r = normalization of the scale using $\lambda$? data 1=Yes, 0=No
% save_path = path for saving figures and files
% save_name = name for saving files
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
function KM_plot_raw(evaluated,Fs,taylor_L,point,condition,norm_ur,norm_r,save_path,save_name)
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