2 papers
stat.ME2025
A Random-Effects Approach to Generalized Linear Mixed Model Analysis of Incomplete Longitudinal Data
Thuan Nguyen, Jiangshan Zhang, Jiming Jiang
We propose a random-effects approach to missing values for generalized linear mixed model (GLMM) analysis. The method converts a GLMM with missing covariates to another GLMM withou…
stat.ME2024
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…