MKinfer: Inferential Statistics

Computation of various confidence intervals (Altman et al. (2000), ISBN:978-0-727-91375-3; Hedderich and Sachs (2018), ISBN:978-3-662-56657-2) including bootstrapped versions (Davison and Hinkley (1997), ISBN:978-0-511-80284-3) as well as Hsu (Hedderich and Sachs (2018), ISBN:978-3-662-56657-2), permutation (Janssen (1997), <doi:10.1016/S0167-7152(97)00043-6>), bootstrap (Davison and Hinkley (1997), ISBN:978-0-511-80284-3), intersection-union (Sozu et al. (2015), ISBN:978-3-319-22005-5) and multiple imputation (Barnard and Rubin (1999), <doi:10.1093/biomet/86.4.948>) t-test; furthermore, computation of intersection-union z-test as well as multiple imputation Wilcoxon tests. Graphical visualization by volcano and Bland-Altman plots (Bland and Altman (1986), <doi:10.1016/S0140-6736(86)90837-8>; Shieh (2018), <doi:10.1186/s12874-018-0505-y>).

Version: 1.2
Depends: R (≥ 4.0.0)
Imports: stats, MKdescr, boot, arrangements, nlme, ggplot2, exactRankTests, miceadds
Suggests: knitr, rmarkdown, Amelia, mice, mvtnorm
Published: 2024-04-06
Author: Matthias Kohl ORCID iD [aut, cre]
Maintainer: Matthias Kohl <Matthias.Kohl at stamats.de>
License: LGPL-3
URL: https://github.com/stamats/MKinfer
NeedsCompilation: no
Citation: MKinfer citation info
Materials: NEWS
In views: MissingData
CRAN checks: MKinfer results

Documentation:

Reference manual: MKinfer.pdf
Vignettes: Package MKinfer

Downloads:

Package source: MKinfer_1.2.tar.gz
Windows binaries: r-devel: MKinfer_1.2.zip, r-release: MKinfer_1.2.zip, r-oldrel: MKinfer_1.2.zip
macOS binaries: r-release (arm64): MKinfer_1.2.tgz, r-oldrel (arm64): MKinfer_1.2.tgz, r-release (x86_64): MKinfer_1.2.tgz
Old sources: MKinfer archive

Reverse dependencies:

Reverse imports: MKpower, npboottprm

Linking:

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