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

Hanmei Sun, Jiangshan Zhang, Jiming Jiang

Linear model prediction with a large number of potential predictors is both statistically and computationally challenging. The traditional approaches are largely based on shrinkage…