RVCompare: Compare Real Valued Random Variables

A framework with tools to compare two random variables, and determine which of takes produces lower values. See the README.md at <https://github.com/EtorArza/RVCompare> for a quick start guide. It can compute the Cp and Cd of two probability distributions, as explained in E. Arza (2021) <https://github.com/EtorArza/RVCompare-paper/releases>. Given the observed samples of two random variables X_A and X_B, it can compute the cumulative difference-plot (see E. Arza (2021) <https://github.com/EtorArza/RVCompare-paper/releases> for details). Uses bootstrap and DKW-bounds to compute the confidence bands of the cumulative distributions. These two methods are described in B. Efron. (1979) <doi:10.1214/aos/1176344552> and P. Massart (1990) <doi:10.1214/aop/1176990746>.

Version: 0.1.5
Depends: stats (≥ 3.4.4), pracma (≥ 2.2.2), ggplot2 (≥ 3.2.0)
Imports: Rcpp (≥ 0.11.0), utils (≥ 3.4.4)
LinkingTo: Rcpp
Published: 2021-08-22
Author: Etor Arza
Maintainer: Etor Arza <etorarza at gmail.com>
License: CC0
NeedsCompilation: yes
CRAN checks: RVCompare results

Documentation:

Reference manual: RVCompare.pdf

Downloads:

Package source: RVCompare_0.1.5.tar.gz
Windows binaries: r-devel: RVCompare_0.1.5.zip, r-devel-UCRT: RVCompare_0.1.5.zip, r-release: RVCompare_0.1.5.zip, r-oldrel: RVCompare_0.1.5.zip
macOS binaries: r-release (arm64): RVCompare_0.1.5.tgz, r-release (x86_64): RVCompare_0.1.5.tgz, r-oldrel: RVCompare_0.1.5.tgz
Old sources: RVCompare archive

Linking:

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