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 |
| Reference manual: | RVCompare.pdf |
| Package source: | RVCompare_0.1.5.tar.gz |
| Windows binaries: | r-devel: 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 |
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