CRAN/E | miceafter

miceafter

Data and Statistical Analyses after Multiple Imputation

Installation

About

Statistical Analyses and Pooling after Multiple Imputation. A large variety of repeated statistical analysis can be performed and finally pooled. Statistical analysis that are available are, among others, Levene's test, Odds and Risk Ratios, One sample proportions, difference between proportions and linear and logistic regression models. Functions can also be used in combination with the Pipe operator. More and more statistical analyses and pooling functions will be added over time. Heymans (2007) doi:10.1186/1471-2288-7-33. Eekhout (2017) doi:10.1186/s12874-017-0404-7. Wiel (2009) doi:10.1093/biostatistics/kxp011. Marshall (2009) doi:10.1186/1471-2288-9-57. Sidi (2021) doi:10.1080/00031305.2021.1898468. Lott (2018) doi:10.1080/00031305.2018.1473796. Grund (2021) doi:10.31234/osf.io/d459g.

mwheymans.github.io/miceafter/
Bug report File report

Key Metrics

Version 0.5.0
R ≥ 4.0.0
Published 2022-10-02 571 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks miceafter results

Downloads

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Maintainer

Maintainer

Martijn Heymans

mw.heymans@amsterdamumc.nl

Authors

Martijn Heymans

cre / aut

Jaap Brand

ctb

Material

README
NEWS
Reference manual
Package source

Vignettes

Pooling Levene's test statistic
Pooling C-index of Logistic and Cox Regression Models
mice and miceafter for Regression modelling

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

miceafter archive

Depends

R ≥ 4.0.0

Imports

survival ≥ 3.1-12
pROC ≥ 1.16.2
rms ≥ 6.1-0
mice ≥ 3.12.0
mitml ≥ 0.3-7
mitools ≥ 2.4
dplyr ≥1.0.2
purrr ≥ 0.3.4
tidyr ≥ 1.1.2
tibble ≥ 3.0.4
stringr ≥ 1.4.0
car ≥ 3.0-10
rlang
magrittr

Suggests

foreign ≥ 0.8-80
knitr
rmarkdown
testthat ≥ 3.0.0
bookdown
readr