Variable selection for a regression model

Machine Learning and Modeling
1

Hi guys,

I would like to conduct a regression analysis in R with a dataset consisting of around 40 control variables. What is the best way to choose the 10-15 most suitable ones?

Thanks!

2

Take a look at the olsrr package, which has step-forward, step-backwards and all functions and returns diagnostics.

3

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