Past exam of the options II course of the University of Oxford / 2004 / O / O4 / a / Solution

The likelihood ratio for the two binomial probabilities isstrictly increasing in $y$. By the Neyman-Pearson lemma, reject in the highest upper tail. Under the null,Hence reject exactly when $Y\ge 4$, with no randomization required. Its statistical power at the stated alternative is