
CRAN . RSTUDIO . COM {
}
Title:
CRAN: Package philentropy
Description:
Computes 46 optimized distance and similarity measures for comparing probability functions (Drost (2018) <<a href="https://doi.org/10.21105%2Fjoss.00765" target="_top">doi:10.21105/joss.00765</a>>). These comparisons between probability functions have their foundations in a broad range of scientific disciplines from mathematics to ecology. The aim of this package is to provide a core framework for clustering, classification, statistical inference, goodness-of-fit, non-parametric statistics, information theory, and machine learning tasks that are based on comparing univariate or multivariate probability functions.
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Keywords {🔍}
probability, functions, source, philentropy, philentropytgz, comparing, drost, philentropyzip, rrelease, roldrel, reverse, similarity, distance, package, information, theory, imports, rcpp, suggests, hajkgeorg, citation, binaries, arm, quantification, computes, optimized, measures, doijoss, comparisons, foundations, broad, range, scientific, disciplines, mathematics, ecology, aim, provide, core, framework, clustering, classification, statistical, inference, goodnessoffit, nonparametric, statistics, machine, learning, tasks,
Topics {✒️}
readme news cran checks /drostlab/philentropy/issues license multivariate probability functions probability density functions machine learning tasks gz windows binaries philentropy results documentation tidyclust reverse suggests comparing probability functions /drostlab/philentropy needscompilation zip macos binaries canonical form https org/package=philentropy probability functions distance quantification philentropy author io/philentropy/ reverse imports broad range scientific disciplines core framework statistical inference parametric statistics information theory comparing univariate poorman linkingto rcpp suggests microbenchmark published gpl-2 url reference manual pdf vignettes r-devel r-release r-oldrel tidytof linking r-project similarity measures package source drost philentropy //drostlab citation 32614/cran comparing //cran package zip similarity imports rcpp
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