Contents Menu Expand Light mode Dark mode Auto light/dark, in light mode Auto light/dark, in dark mode Skip to content
citk 0.1.0
citk 0.1.0

Tutorial

  • Tutorial: a first conditional-independence call

How-to

  • How-to
    • Installation
    • How to Choose a Conditional Independence Test
    • Interpreting Test Results

Tests

  • Conditional Independence Test Reference
    • Fisher’s Z Test
    • Spearman’s Rho Test
    • Chi-Squared Test
    • G-Squared Test
    • Regression-Based Conditional Independence (RegressionCI) Test
    • Symmetric Mixed-Model Conditional Independence (CiMM) Test
    • Nearest-Neighbor Conditional Mutual Information (CMIknn) Test
    • Mixed-Data Nearest-Neighbor CMI (CMIknnMixed) Test
    • Multivariate Mixed kNN-CMI (mCMIkNN) Test
    • Kernel Conditional Independence (KCI) Test
    • Randomized Conditional Independence Test (RCIT)
    • Randomized Conditional Correlation Test (RCoT)
    • Generalised Covariance Measure (GCM) Test
    • Weighted Generalised Covariance Measure (WGCM) Test
    • Projected Covariance Measure (PCM) Test
    • Discretised Chi-Squared (DiscChiSq) Test
    • Discretised G-Squared (DiscGSq) Test
    • Dummy-Encoded Fisher’s Z (DummyFisherZ) Test
    • Hartemink Discretisation + Chi-Squared (HarteminkChiSq) Test

Reference

  • Reference
    • citk
      • citk.exceptions
      • citk.tests
        • citk.tests.adapter_tests
        • citk.tests.base
        • citk.tests.contingency_table_tests
        • citk.tests.kernel_tests
        • citk.tests.ml_based_tests
        • citk.tests.nearest_neighbor_tests
        • citk.tests.partial_correlation_tests
        • citk.tests.regression_tests

Explanation

  • Explanation
    • What is Conditional Independence?
    • A Taxonomy of Conditional Independence Tests
    • API Stability — v0.1.0 Contract

Development

  • Contributing
  • Changelog
Back to top
View this page
Edit this page

How-to¶

Task-oriented recipes for users who already understand the basics and want to accomplish a specific goal. Deeper conceptual material on CI testing theory and the citk taxonomy lives under Explanation; per-test deep dives live under Tests.

  • Installation
  • How to Choose a Conditional Independence Test
  • Interpreting Test Results
Next
Installation
Previous
Tutorial: a first conditional-independence call
Copyright © 2026, Pavel Averin
Made with Sphinx and @pradyunsg's Furo