On the lengths of $t$-based confidence intervals

Yu Zhang, Xiangzhong Fang

Given $n=mk$ $iid$ samples from $N(\theta ,{\sigma }^2)$ with $\theta$ and ${\sigma }^2$ unknown, we have two ways to construct $t$-based confidence intervals for $\theta$. The traditional method is to treat thes…