CRAN/E | ctmle

ctmle

Collaborative Targeted Maximum Likelihood Estimation

Installation

About

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) ).

Key Metrics

Version 0.1.2
R ≥ 2.14.0
Published 2019-12-13 1589 days ago
Needs compilation? no
License GPL-2
CRAN checks ctmle results

Downloads

Yesterday 15 0%
Last 7 days 35 +40%
Last 30 days 161 -10%
Last 90 days 705 +34%
Last 365 days 2.385 -27%

Maintainer

Maintainer

Cheng Ju

jucheng1992@gmail.com

Authors

Cheng Ju

aut / cre

Susan Gruber

aut

Richard Wyss

ctb

Jenny Haggstrom

ctb

Mark van der Laan

aut / ths

Material

README
Reference manual
Package source

In Views

CausalInference

Vignettes

CTMLE Vignette

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

ctmle archive

Depends

R ≥ 2.14.0
SuperLearner
tmle
glmnet
stats

Suggests

testthat
knitr
rmarkdown
dplyr