Package: multvardiv 1.0.10

Pierre Santagostini

multvardiv: Multivariate Probability Distributions, Statistical Divergence

Multivariate generalized Gaussian distribution, Multivariate Cauchy distribution, Multivariate t distribution. Distance between two distributions (see N. Bouhlel and A. Dziri (2019): <doi:10.1109/LSP.2019.2915000>, N. Bouhlel and D. Rousseau (2022): <doi:10.3390/e24060838>, N. Bouhlel and D. Rousseau (2023): <doi:10.1109/LSP.2023.3324594>). Manipulation of these multivariate probability distributions.

Authors:Pierre Santagostini [aut, cre], Nizar Bouhlel [aut]

multvardiv_1.0.10.tar.gz
multvardiv_1.0.10.tar.gz(r-4.5-noble)multvardiv_1.0.10.tar.gz(r-4.4-noble)
multvardiv_1.0.10.tgz(r-4.4-emscripten)
multvardiv.pdf |multvardiv.html✨
multvardiv/json (API)

# Install 'multvardiv' in R:

install.packages('multvardiv', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.70 score 19 exports 31 dependencies

Last updated 5 days agofrom:dc101808fd. Checks:OK: 2. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Dec 21 2024
R-4.5-linux	OK	Dec 21 2024

Exports:contourmvd diststudent dmcd dmggd dmtd estparmcd estparmggd estparmtd kld kldcauchy kldggd kldstudent lauricella lnpochhammer plotmvd pochhammer rmcd rmggd rmtd

Dependencies:base64enc bslib cachem cli data.table digest evaluate fastmap fontawesome fs glue highr htmltools htmlwidgets jquerylib jsonlite knitr lifecycle magrittr MASS memoise mime R6 rappdirs rgl rlang rmarkdown sass tinytex xfun yaml

Help page	Topics
Contour Plot of a Bivariate Density	contourmvd
Distance/Divergence between Centered Multivariate t Distributions	diststudent
Density of a Multivariate Cauchy Distribution	dmcd
Density of a Multivariate Generalized Gaussian Distribution	dmggd
Density of a Multivariate t Distribution	dmtd
Estimation of the Parameters of a Multivariate Cauchy Distribution	estparmcd
Estimation of the Parameters of a Multivariate Generalized Gaussian Distribution	estparmggd
Estimation of the Parameters of a Multivariate t Distribution	estparmtd
Kullback-Leibler Divergence between Centered Multivariate Distributions	kld
Kullback-Leibler Divergence between Centered Multivariate Cauchy Distributions	kldcauchy
Kullback-Leibler Divergence between Centered Multivariate generalized Gaussian Distributions	kldggd
Kullback-Leibler Divergence between Centered Multivariate t Distributions	kldstudent
Lauricella D-Hypergeometric Function	lauricella
Logarithm of the Pochhammer Symbol	lnpochhammer
Plot a Bivariate Density	plotmvd
Pochhammer Symbol	pochhammer
Simulate from a Multivariate Cauchy Distribution	rmcd
Simulate from a Multivariate Generalized Gaussian Distribution	rmggd
Simulate from a Multivariate t Distribution	rmtd

Package: multvardiv 1.0.10

multvardiv: Multivariate Probability Distributions, Statistical Divergence

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