Collaborative Targeted Maximum Likelihood Estimation
set outliers to min/max allowable values. It assumes x contains only n...
Help function to build the sequence of gn candidates in ctmleGeneral
Discrete Collaborative Targeted Minimum-loss based Estimation
General Template for Collaborative Targeted Maximum Likelihood Estimat...
Collaborative Targeted Maximum Likelihood Estimation for hyper-paramet...
print a ctmle object
print the summary of a ctmle object
Summarise a ctmle object
Implements the general template for collaborative targeted maximum likelihood estimation. It also provides several commonly used C-TMLE instantiation, like the vanilla/scalable variable-selection C-TMLE (Ju et al. (2017) <doi:10.1177/0962280217729845>) and the glmnet-C-TMLE algorithm (Ju et al. (2017) <arXiv:1706.10029>).