Conditional Independence Test Reference

This section provides detailed documentation for each of the conditional independence tests implemented in the citk library.

Contents:

• Chi-Squared Test
• G-Squared Test
• Fisher’s Z Test
• Spearman’s Rho Test
• Logistic Regression Test
• Poisson Regression Test
• Linear Regression Test
• Kernel Conditional Independence (KCI) Test
• Random Forest CI Test
• Double Machine Learning (DML) CI Test
• Conformalized Residual Independence Test (CRIT)
• E-Value Double Machine Learning (EDML) CI Test