The fit of independent variables to the personalization scenario
Regression analysis can determine the “fit” of independent variables to a dependent variable.
Not all independent variables are a good fit.
Relying upon a small set of independent variables may produce an incorrect fit -> destroy your chances of doing anything that’s successful in your personalization program.