Xing-Wei Liu

SPARK: A General Goodness-of-Fit Assessment via Residual Projection

Goodness-of-fit testing is a basic tool for assessing whether a fitted procedure has captured the systematic information contained in the covariates. While traditional theory has largely focused on parametric regression models, modern data analysis increasingly relies on flexible black-box learners, whose predictive su...