In the Event That Your Treatment Variable Is Imperfectly Multicollinear

Multiple Choice

In the event that your treatment variable is imperfectly multicollinear with one of your control variables, a possible remedy would be to:

A) re-orient your base group.
B) use the within estimator.
C) gather more data, in hopes of getting more independent variation of the treatment.
D) use data reduction methods.