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IndepTest: Nonparametric Independence Tests Based on Entropy Estimation

Research output: Exhibits, objects and web-based outputsSoftware

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  • Richard J. Samworth (Artist)
  • Thomas B. Berrett (Artist)
  • Daniel Grose (Developer)
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Publication date23/08/2018
<mark>Original language</mark>English

Abstract

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.