Valid and efficient possibilistic structure learning in Gaussian linear regression

Ryan Martin, Naomi Singer, Jonathan Williams

A crucial step in fitting a regression model to data is determining the model's structure, i.e., the subset of explanatory variables to be included. However, the uncertainty in thi…