Linear regression model selection using p-values when the model dimension grows

Piotr Pokarowski, Jan Mielniczuk, Paweł Teisseyre

We consider a new criterion-based approach to model selection in linear regression. Properties of selection criteria based on p-values of a likelihood ratio statistic are studied f…