Exactness of the $t$-test

Prove in full that, under the assumptions of Proposition 12.1, $\hat\sigma^2_i$ is independent of $CAR_i$. State clearly which independence you use for the estimation-window part and which for the event-window part. Then explain why the result fails if the event window overlaps the estimation window.