Uniformly most powerful upper-tail test for a logistic location
= Uniformly most powerful upper-tail test for a logistic location
For one observation from the <logistic distribution>, the size-$\alpha$ test of $H_0:\theta\leq0$ against $H_1:\theta>0$ rejects when
$$
X>\log\frac{1-\alpha}{\alpha}.
$$