JointGVS

Joint graph and variable selection

• Author: Christine B. Peterson
• Reference: Peterson CB, Stingo FC, Vannucci M. (2016) Joint Bayesian variable and graph selection for regression models with network-structured predictors. Statistics in Medicine. 35(7): 1017—1031. [pdf]

Linear_model_example.m

Example script showing how to run an analysis

MCMC_linear_model_with_graph_selection.m

MCMC sampling code

Helper functions

• log_r_gamma_given_G.m
• log_r_y.m
• logdet.m