2 papers
stat.ME2026
A Bayes-Motivated Quadratic-Form Test for High-Dimensional Mean Testing
Daojiang He, Suren Xu, Jing Zhou
We propose a two-sample mean test based on the Bayes factor with non-informative priors, specifically designed for scenarios where the dimension grows with the sample size …
stat.ML2024
Leveraging Black-box Models to Assess Feature Importance in Unconditional Distribution
Jing Zhou, Chunlin Li
Understanding how changes in explanatory features affect the unconditional distribution of the outcome is important in many applications. However, existing black-box predictive mod…