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 visualizations: volcano plot, Bland-Altman plots (Bland and Altman (1986), <doi:10.1016/S0140-6736(86)90837-8>; Shieh (2018), <doi:10.1186/s12874-018-0505-y>), mean difference plot (Boehning et al. (2008), <doi:10.1177/0962280207081867>), plot of test statistic for permutation and bootstrap tests as well as objects of class htest.
| Version: | 1.3 |
| Depends: | R (≥ 4.0.0) |
| Imports: | stats,rlang,MKdescr,boot,arrangements,nlme,ggplot2,exactRankTests,miceadds |
| Suggests: | knitr,rmarkdown,Amelia,mice,mvtnorm |
| Published: | 2025-12-15 |
| DOI: | 10.32614/CRAN.package.MKinfer |
| Author: | Matthias Kohl [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 |
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