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gFormulaMI

gFormulaMI is an R package that implements the G-formula method for causal inference with time-varying treatments and confounders using multiple imputation methods. For more information, including examples, see the 'Get Started' page.

Installation

You can install the development version of gFormulaMI from GitHub with:

# install.packages("devtools")
devtools::install_github("jwb133/gFormulaMI")

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Version

Install

install.packages('gFormulaMI')

Monthly Downloads

189

Version

1.0.0

License

GPL (>= 3)

Maintainer

Jonathan Bartlett

Last Published

May 25th, 2023

Functions in gFormulaMI (1.0.0)

gFormulaImpute

G-formula multiple imputation
simDataFullyObs

Simulated fully observed data frame
syntheticPool

Pool estimates and variances obtained by analysing multiple synthetic datasets