Suppose $Z_n$ is a sequence of random variables that converge to standard normal in distribution. I saw the claim that $Z_n^2$ converge to chi-square random variable in distribution. But why is that true? How do you prove this?
The only way that I know we can end up with something converges to chi square in distribution is second order delta method, but that doesn't seems to be relevant here.