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conditional-independence-test

Here are 8 public repositories matching this topic...

majianthu / pycopent

Estimating Copula Entropy (Mutual Information), Transfer Entropy (Conditional Mutual Information), and the statistics for multivariate normality test and two-sample test, and change point detection in Python

Updated Oct 2, 2024
Python

majianthu / copent

R package for estimating copula entropy (mutual information), transfer entropy (conditional mutual information), and the statistic for multivariate normality test and two-sample test

r correlation entropy information-theory variable-selection causality copula mutual-information transfer-entropy conditional-mutual-information granger-causality change-point-detection causal-discovery two-sample-test mutualinf copula-entropy normality-test conditional-independence-test

Updated Jun 7, 2024
R

py-why / pywhy-stats

Python package for (conditional) independence testing and statistical functions related to causality.

python statistics independence-testing conditional-independence-test

Updated Dec 15, 2024
Python

Black-Swan-ICL / PyRKHSstats

A Python package implementing a variety of statistical methods that rely on kernels (e.g. HSIC for independence testing).

machine-learning statistics kernel-methods independence-test two-sample-test conditional-independence-test

Updated Jan 12, 2022
Python

baosws / LCIT

Latent representation based Conditional Independence Test (LCIT) - ICDM 2022

deep-learning pytorch hypothesis-testing normalizing-flows conditional-independence-test icdm2022

Updated Jul 3, 2023
Python

biona001 / Knockoffs.jl

Variable Selection with Knockoffs

bioinformatics genomics lasso variable-selection feature-selection model-selection hypothesis-testing false-discovery-rate fdr conditional-independence conditional-independence-test knockoffs group-knockoffs multiple-knockoffs knockoff-filter

Updated Dec 15, 2024
Julia

majianthu / eval

Code for the Paper "Evaluating Independence and Conditional Independence Measures"

benchmarking kernel-methods independence-tests distance-correlation copula-entropy conditional-independence-test

Updated Sep 21, 2024
R

msesia / i-modelx

The Adaptive Local Knockoff Filter

subgroup-analysis subgroup-discovery conditional-independence-test knockoffs

Updated Dec 2, 2024
R

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