Package: RVCompare 0.1.8

RVCompare: Compare Real Valued Random Variables

A framework with tools to compare two random variables via stochastic dominance. 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 and the Cumulative Difference Plot as explained in E. Arza (2022) <doi:10.1080/10618600.2022.2084405>. Uses bootstrap or 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>.

Authors:Etor Arza

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RVCompare.pdf |RVCompare.html✨
RVCompare/json (API)

Peer review:

Bug tracker:https://github.com/etorarza/rvcompare/issues

On CRAN:

17 exports 2 stars 0.85 score 30 dependencies 7 scripts 322 downloads

Last updated 1 years agofrom:1e5884bcf2. Checks:OK: 4 NOTE: 5. Indexed: yes.

Exports:CdFromDensitiesCdFromProbMassFunctionsCpFromDensitiescumulative_difference_plotcumulativeFromDensityget_Y_AB_bounds_bootstrapget_Y_AB_bounds_DKWgetEmpiricalCumulativeDistributionshelper_from_ranks_to_integrable_valueshelperTrapezoidRuleisFunctionDensitymixtureDensitynormalDensityplot_Y_ABsampleFromDensityuniformDensityxHasEnoughValues

Dependencies:clicolorspacefansifarverggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigpracmaR6RColorBrewerRcpprlangscalestibbleutf8vctrsviridisLitewithr