Multivariate Linear Regression with correlated input variables

Aha, I see. Then more questions, sorry:

  • Do you want to estimate the covariance of X1 and X2?
  • Do you think the errors in X1 and X2 might also covary and you and want to estimate that too?

Cheers, Jon