CRAN/E | drtmle

drtmle

Doubly-Robust Nonparametric Estimation and Inference

Installation

About

Targeted minimum loss-based estimators of counterfactual means and causal effects that are doubly-robust with respect both to consistency and asymptotic normality (Benkeser et al (2017), doi:10.1093/biomet/asx053; MJ van der Laan (2014), doi:10.1515/ijb-2012-0038).

github.com/benkeser/drtmle
Bug report File report

Key Metrics

Version 1.1.2
R ≥ 3.5.0
Published 2023-01-05 449 days ago
Needs compilation? no
License MIT
License File
CRAN checks drtmle results

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Maintainer

Maintainer

David Benkeser

benkeser@emory.edu

Authors

David Benkeser

aut / cre / cph

Nima Hejazi

ctb

Material

NEWS
Reference manual
Package source

In Views

CausalInference

Vignettes

'drtmle': Doubly-Robust Inference in R

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

drtmle archive

Depends

R ≥ 3.5.0

Imports

SuperLearner
np
future.apply

Suggests

testthat
knitr
rmarkdown
gam
quadprog
nloptr
parallel
foreach
stringi

Reverse Imports

biotmle