MKpower

R package MKpower

https://github.com/stamats/mkpower

Science Score: 39.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
    Found 16 DOI reference(s) in README
  • Academic publication links
  • Academic email domains
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (11.8%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

R package MKpower

Basic Info
  • Host: GitHub
  • Owner: stamats
  • Language: R
  • Default Branch: master
  • Size: 329 KB
Statistics
  • Stars: 8
  • Watchers: 1
  • Forks: 1
  • Open Issues: 0
  • Releases: 0
Created almost 7 years ago · Last pushed 10 months ago
Metadata Files
Readme Changelog

README.md

MKpower   MKpower

The repository includes the development version of R package MKpower

License: LGPL v3 Project Status: Active – The project has reached a stable, usable state and is being actively developed. CRAN_Status_Badge cran checks

Description

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), https://doi.org/10.1016/j.jclinepi.2004.12.009; Dobbin and Simon (2007), https://doi.org/10.1093/biostatistics/kxj036) as well as for a single proportion (Fleiss et al. (2003), ISBN:978-0-471-52629-2; Piegorsch (2004), https://doi.org/10.1016/j.csda.2003.10.002; Thulin (2014), https://doi.org/10.1214/14-ejs909), comparing two negative binomial rates (Zhu and Lakkis (2014), https://doi.org/10.1002/sim.5947), ANCOVA (Shieh (2020), https://doi.org/10.1007/s11336-019-09692-3), reference ranges (Jennen-Steinmetz and Wellek (2005), https://doi.org/10.1002/sim.2177), multiple primary endpoints (Sozu et al. (2015), ISBN:978-3-319-22005-5), and AUC (Hanley and McNeil (1982), https://doi.org/10.1148/radiology.143.1.7063747).

Installation

CRAN version

{r, eval = FALSE} install.packages("MKpower")

Development version from GitHub

{r, eval = FALSE} if(!require("remotes")) install.packages("remotes") remotes::install_github("stamats/MKpower")

Getting started

{r} library(MKpower)

{r} vignette("MKpower")

Owner

  • Name: Matthias Kohl
  • Login: stamats
  • Kind: user
  • Location: VS-Schwenningen (Germany)
  • Company: Furtwangen University

Professor of Mathematics in Biology and Medicine at Furtwangen University

GitHub Events

Total
  • Push event: 3
Last Year
  • Push event: 3

Issues and Pull Requests

Last synced: 10 months ago

All Time
  • Total issues: 0
  • Total pull requests: 2
  • Average time to close issues: N/A
  • Average time to close pull requests: about 12 hours
  • Total issue authors: 0
  • Total pull request authors: 2
  • Average comments per issue: 0
  • Average comments per pull request: 2.5
  • Merged pull requests: 2
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Top Authors
Issue Authors
Pull Request Authors
  • mthulin (1)
  • karoliskoncevicius (1)
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 343 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 8
  • Total maintainers: 1
cran.r-project.org: MKpower

Power Analysis and Sample Size Calculation

  • Versions: 8
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 343 Last month
Rankings
Dependent packages count: 29.8%
Downloads: 32.5%
Average: 32.6%
Dependent repos count: 35.5%
Maintainers (1)
Last synced: 10 months ago

Dependencies

DESCRIPTION cran
  • R >= 3.5.0 depends
  • MKdescr * imports
  • MKinfer >= 0.4 imports
  • coin * imports
  • ggplot2 * imports
  • matrixTests >= 0.2 imports
  • qqplotr * imports
  • stats * imports
  • knitr * suggests
  • rmarkdown * suggests