Bayesian Variable Selection

Topic: Spike and Slab, Bayesian Shrinkage Prior, Bayesian Model Assesment

Publications:

• Yang, H-C.+, Hu, G.*, Chen, M-H.. (2019+) Bayesian Variable Selection for Pareto Regression Models with Latent Multivariate Log Gamma Process with Applications to Earthquake Magnitudes Geosciences

Papers in Preparation:

Variable Selection in Generalized Linear Regression Model with Spatially Varying Coefficients via Bayesian Shrinkage Prior

Bayesian Variable Selection for Cox Regression Model with Spatially Varying Coefficients with Applications to Louisiana Respiratory Cancer Data with Jinjian Mu, Qingyang Liu, and Lynn Kuo