Consistency of modified versions of Bayesian Information Criterion in sparse linear regression with subgaussian errors

Piotr Szulc

We consider a sparse linear regression model, when the number of available predictors, $p$, is much larger than the sample size, $n$, and the number of non-zero coefficients, $p_0$…