Abstract
Using a criterion for invariance of canonical analysis, we propose a new method for variable selection for linear regression models with random covariates. The convergence of this method is established. A consistent test for the validity of a selected submodel is then proposed.
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have