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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
DOI: 10.32614/CRAN.package.MKinfer
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, r-oldrel (x86_64): MKinfer_1.2.tgz
Old sources: MKinfer archive

Reverse dependencies:

Reverse imports: MKpower, npboottprm

Linking:

Please use the canonical form https://CRAN.R-project.org/package=MKinfer to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.