Package: IndepTest 0.2.0

Daniel Grose

IndepTest: Nonparametric Independence Tests Based on Entropy Estimation

Implementations of the weighted Kozachenko-Leonenko entropy estimator and independence tests based on this estimator, (Kozachenko and Leonenko (1987) <http://mi.mathnet.ru/eng/ppi797>). Also includes a goodness-of-fit test for a linear model which is an independence test between covariates and errors.

Authors:Thomas B. Berrett <[email protected]> [aut], Daniel J. Grose <[email protected]> [cre,ctb], Richard J. Samworth <[email protected]> [aut]

IndepTest_0.2.0.tar.gz
IndepTest_0.2.0.tar.gz(r-4.5-noble)IndepTest_0.2.0.tar.gz(r-4.4-noble)
IndepTest_0.2.0.tgz(r-4.4-emscripten)IndepTest_0.2.0.tgz(r-4.3-emscripten)
IndepTest.pdf |IndepTest.html✨
IndepTest/json (API)

# Install 'IndepTest' in R:
install.packages('IndepTest', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

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

1.00 score 1 stars 7 scripts 136 downloads 7 exports 4 dependencies

Last updated 6 years agofrom:eab26b534b. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKDec 14 2024
R-4.5-linuxOKDec 14 2024

Exports:KLentropyL2OptWMINTautoMINTavMINTknownMINTpermMINTregression

Dependencies:FNNmvtnormrbibutilsRdpack

Readme and manuals

Help Manual

Help pageTopics
KLentropyKLentropy
L2OptWL2OptW
MINTautoMINTauto
MINTavMINTav
MINTknownMINTknown
MINTknownMINTperm
MINTregressionMINTregression