Package: pseudorank 1.0.4

pseudorank: Pseudo-Ranks

Efficient calculation of pseudo-ranks and (pseudo)-rank based test statistics. In case of equal sample sizes, pseudo-ranks and mid-ranks are equal. When used for inference mid-ranks may lead to paradoxical results. Pseudo-ranks are in general not affected by such a problem. See Happ et al. (2020, <doi:10.18637/jss.v095.c01>) for details.

Authors:Martin Happ [aut, cre], Georg Zimmermann [aut], Arne C. Bathke [aut], Edgar Brunner [aut]

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pseudorank.pdf |pseudorank.html✨
pseudorank/json (API)
NEWS

# Install 'pseudorank' in R:

install.packages('pseudorank', repos = c('https://happma.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/happma/pseudorank/issues

Uses libs:

c++– GNU Standard C++ Library v3

Datasets:

ParadoxicalRanks - Artifical data of 54 subjects

On CRAN:

cpp nonparametric nonparametric-statistics pseudo-rank pseudo-ranks rank rank-tests trend-test cpp

3.71 score 3 stars 17 scripts 155 downloads 5 exports 45 dependencies

Last updated 19 days agofrom:0d339f3ec5. Checks:11 OK. Indexed: yes.

Target	Result	Latest binary
Doc / Vignettes	OK	Feb 21 2025
R-4.5-win-x86_64	OK	Feb 21 2025
R-4.5-mac-x86_64	OK	Feb 21 2025
R-4.5-mac-aarch64	OK	Feb 21 2025
R-4.5-linux-x86_64	OK	Feb 21 2025
R-4.4-win-x86_64	OK	Feb 21 2025
R-4.4-mac-x86_64	OK	Feb 21 2025
R-4.4-mac-aarch64	OK	Feb 21 2025
R-4.3-win-x86_64	OK	Feb 21 2025
R-4.3-mac-x86_64	OK	Feb 21 2025
R-4.3-mac-aarch64	OK	Feb 21 2025

Exports:hettmansperger_norton_test kepner_robinson_test kruskal_wallis_test pseudorank psrank

Dependencies:backports boot broom cli colorspace cowplot cpp11 Deriv doBy dplyr fansi farver generics ggplot2 glue gtable isoband labeling lattice lifecycle magrittr MASS Matrix mgcv microbenchmark modelr munsell nlme pillar pkgconfig purrr R6 RColorBrewer Rcpp rlang scales stringi stringr tibble tidyr tidyselect utf8 vctrs viridisLite withr

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Pseudo-Ranks	pseudorank-package
Hettmansperger-Norton Trend Test for k-Samples	hettmansperger_norton_test hettmansperger_norton_test.formula hettmansperger_norton_test.numeric
Kruskal-Wallis Test	kruskal_wallis_test kruskal_wallis_test.formula kruskal_wallis_test.numeric
Artifical data of 54 subjects	ParadoxicalRanks
Calculation of Pseudo-Ranks	pseudorank pseudorank.formula pseudorank.numeric
Calculation of Pseudo-Ranks (Deprecated)	psrank