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)

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7 exports 1 stars 0.00 score 4 dependencies 7 scripts 179 downloads

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

Exports:KLentropyL2OptWMINTautoMINTavMINTknownMINTpermMINTregression

Dependencies:FNNmvtnormrbibutilsRdpack