How to screen easily the non significant of many factors(~200 columns) before to perform a mulitple regression.
I have many factor (~200 columns) and one response,i have many measures.Most of this factors show colinearity between them,is there a simple way to perform a first filter of the not relevant factors?Then in the remaining i will perform a multiple regression.