Hi all,

How do I conduct a hypothesis test as follow

as opposed to

To simplify this: Let look into 1 particular treatment with j=2:

Let say I have and

I was thinking maybe I can shift the equation into left hand side to form:

as the estimate, but what about the S.E?

My guess is: These variables are correlated.