A Normal distribution.

A Chi-squared distribution with $k$ degrees of freedom, where $k$ is the number of parameters constrained by $H_0$.

A t-distribution with $n-1$ degrees of freedom.

A F-distribution with $(k, n-k)$ degrees of freedom.