jucheng1992/ctmle: Collaborative Targeted Maximum Likelihood Estimation

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>).

Getting started

Package details

MaintainerCheng Ju <[email protected]>
LicenseGPL-2
Version0.1.1
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("devtools")
library(devtools)
install_github("jucheng1992/ctmle")
jucheng1992/ctmle documentation built on Dec. 6, 2017, 2:05 p.m.