Collaborative Targeted Maximum Likelihood Estimation


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Documentation for package ‘ctmle’ version 0.1.2

Help Pages

bound set outliers to min/max allowable values. It assumes x contains only numerical data
build_gn_seq Help function to build the sequence of gn candidates in ctmleGeneral
ctmleDiscrete Discrete Collaborative Targeted Minimum-loss based Estimation
ctmleGeneral General Template for Collaborative Targeted Maximum Likelihood Estimation
ctmleGlmnet Collaborative Targeted Maximum Likelihood Estimation for hyper-parameter tuning of LASSO
print.ctmle print a ctmle object
print.summary.ctmle print the summary of a ctmle object
summary.ctmle Summarise a ctmle object