Thread: combining confidence intervals

Suppose I have the regression



Where each X is an n-vector and each beta is a scalar. Unde the usual assumptions for OLS, Step by step, how can I construct a 95% CI for

You can use Bonferroni, but that's lame.

It's better to use the as your random variable.
It's normally distributed so compute it's variance and use a t-percentile.