Jiming Jiang

A Random-effects Approach to Regression Involving Many Categorical Predictors and Their Interactions

2024 · arXiv (Cornell University)

Linear model prediction with a large number of potential predictors is both statistically and computationally challenging. The traditional approaches are largely based on shrinkage selection/estimation methods, which are applicable even when the number of potential …