philentropy

swMATH19749CRANphilentropyMaRDI QIDQ31573

Similarity and Distance Quantification Between Probability Functions

Author name not available (Why is that?)

Last update: 2 December 2023

Copyright license: No records found.

Software version identifier: 0.7.0, 0.0.1, 0.0.2, 0.0.3, 0.1.0, 0.2.0, 0.3.0, 0.4.0, 0.5.0, 0.6.0, 0.8.0

Source code repository: https://github.com/cran/philentropy

Description

Computes 46 optimized distance and similarity measures for comparing probability functions (Drost (2018) <doi:10.21105/joss.00765>). 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.

Cites work

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