2025
Testing Conditional Mean Independence Using Generative Neural Networks
ICML 2025poster
Conditional mean independence (CMI) testing is crucial for statistical tasks including model determination and variable importance evaluation. In this work, we introduce a novel population CMI measure and a bootstrap-based testing procedure that utilizes deep generative neural networks to estimate t…