conditional-independence-test

There are 0 repository under conditional-independence-test 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
copula-entropy mutual-information causal-discovery variable-selection granger-causality transfer-entropy correlation normality-test information-theory causality python copula hypothesis-testing two-sample-test conditional-independence-test conditional-mutual-information change-point-detection entropy change-detection changepoint
Language:Python 135
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
copula entropy estiamtion mutualinf copula-entropy causal-discovery variable-selection transfer-entropy granger-causality correlation normality-test information-theory mutual-information r machine-learning causality two-sample-test conditional-independence-test conditional-mutual-information
Language:R 38
py-why / pywhy-stats
Python package for (conditional) independence testing and statistical functions related to causality.
conditional-independence-test independence-testing python statistics
Language:Python 19
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 kernel-methods statistics independence-test two-sample-test conditional-independence-test
Language:Python 12
baosws / LCIT
Latent representation based Conditional Independence Test (LCIT) - ICDM 2022
conditional-independence-test hypothesis-testing normalizing-flows deep-learning pytorch icdm2022
Language:Python 7
biona001 / Knockoffs.jl
Variable Selection with Knockoffs
bioinformatics conditional-independence conditional-independence-test false-discovery-rate fdr feature-selection genomics group-knockoffs hypothesis-testing knockoff-filter knockoffs lasso model-selection multiple-knockoffs variable-selection
Language:Julia 6
majianthu / eval
Code for the Paper "Evaluating Independence and Conditional Independence Measures"
conditional-independence-test copula-entropy independence-tests benchmarking distance-correlation kernel-methods
Language:R 1
msesia / i-modelx
Subgroup-selective knockoff filter
conditional-independence-test knockoffs subgroup-analysis subgroup-discovery
Language:R 1