CRAN/E | CausalModels

CausalModels

Causal Inference Modeling for Estimation of Causal Effects

Installation

About

Provides an array of statistical models common in causal inference such as standardization, IP weighting, propensity matching, outcome regression, and doubly-robust estimators. Estimates of the average treatment effects from each model are given with the standard error and a 95% Wald confidence interval (Hernan, Robins (2020) ).

github.com/ander428/CausalModels
Bug report File report

Key Metrics

Version 0.2.0
Published 2022-11-23 514 days ago
Needs compilation? no
License GPL-3
CRAN checks CausalModels results
Language en-US

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Maintainer

Maintainer

Joshua Anderson

jwanderson198@gmail.com

Authors

Joshua Anderson

aut / cre / cph

Cyril Rakovski

rev

Yesha Patel

rev

Erin Lee

rev

Material

README
NEWS
Reference manual
Package source

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

CausalModels archive

Imports

stats
causaldata
boot
multcomp
geepack