MKpower: Power Analysis and Sample Size Calculation
Power analysis and sample size calculation for Welch and Hsu (Hedderich and Sachs (2018), ISBN:978-3-662-56657-2) t-tests including Monte-Carlo simulations of empirical power and type-I-error. Power and sample size calculation for Wilcoxon rank sum and signed rank tests via Monte-Carlo simulations. Power and sample size required for the evaluation of a diagnostic test(-system) (Flahault et al. (2005), <doi:10.1016/j.jclinepi.2004.12.009>; Dobbin and Simon (2007), <doi:10.1093/biostatistics/kxj036>) as well as for a single proportion (Fleiss et al. (2003), ISBN:978-0-471-52629-2; Piegorsch (2004), <doi:10.1016/j.csda.2003.10.002>; Thulin (2014), <doi:10.1214/14-ejs909>), comparing two negative binomial rates (Zhu and Lakkis (2014), <doi:10.1002/sim.5947>), ANCOVA (Shieh (2020), <doi:10.1007/s11336-019-09692-3>), reference ranges (Jennen-Steinmetz and Wellek (2005), <doi:10.1002/sim.2177>), multiple primary endpoints (Sozu et al. (2015), ISBN:978-3-319-22005-5), and AUC (Hanley and McNeil (1982), <doi:10.1148/radiology.143.1.7063747>).
| Version: | 1.1 |
| Depends: | R (≥ 3.5.0) |
| Imports: | stats,matrixTests (≥ 0.2),ggplot2,MKdescr,MKinfer (≥ 0.4),qqplotr,coin,mvtnorm,rlang |
| Suggests: | knitr,rmarkdown,hexbin |
| Published: | 2025-09-05 |
| DOI: | 10.32614/CRAN.package.MKpower |
| Author: | Matthias Kohl [aut, cre] |
| Maintainer: | Matthias Kohl <Matthias.Kohl at stamats.de> |
| License: | LGPL-3 |
| URL: | https://github.com/stamats/MKpower |
| NeedsCompilation: | no |
| Citation: | MKpower citation info |
| Materials: | NEWS |
| CRAN checks: | MKpower results |
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