Non-penalized variable selection in high-dimensional linear model settings via generalized fiducial inference

Jonathan P Williams, Jan Hannig

Standard penalized methods of variable selection and parameter estimation rely on the magnitude of coefficient estimates to decide which variables to include in the final model. Ho…