CRAN/E | StackImpute

StackImpute

Tools for Analysis of Stacked Multiple Imputations

Installation

About

Provides methods for inference using stacked multiple imputations augmented with weights. The vignette provides example R code for implementation in general multiple imputation settings. For additional details about the estimation algorithm, we refer the reader to Beesley, Lauren J and Taylor, Jeremy M G (2020) “A stacked approach for chained equations multiple imputation incorporating the substantive model” doi:10.1111/biom.13372, and Beesley, Lauren J and Taylor, Jeremy M G (2021) “Accounting for not-at-random missingness through imputation stacking” .

Key Metrics

Version 0.1.0
R ≥ 3.6.0
Published 2021-09-10 809 days ago
Needs compilation? no
License GPL-2
CRAN checks StackImpute results

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Maintainer

Maintainer

Mike Kleinsasser

mkleinsa@umich.edu

Authors

Lauren Beesley

aut

Mike Kleinsasser

cre

Material

README
Reference manual
Package source

Vignettes

UsingStackImpute

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

Depends

R ≥ 3.6.0

Imports

sandwich
zoo
mice
dplyr
MASS
magrittr
boot

Suggests

knitr
rmarkdown

Reverse Imports

SynDI