R functions to FIT TMLE and CTMLE with PENALIZED PROPENSITY SCORE MODEL
Documentation with example usage. The functions correspond with the methods and data simulations described in Schnitzer and Cefalu 2017 (upcoming).
Functions to run TMLE with a penalized regression for the propensity score (tmle_glmnet) and three different CTMLE methods (ctmle_glmnet) as described in Schnitzer and Cefalu 2017. These functions can be loaded using source("source_functions_ctmle_glmnet.r") in R. See example usage below.
Example usage of the above functions with some guidance.