 Grouped-binomial logistic regression

For independent grouped counts $Y_i\sim \mathrm{Bin}(n_i,p_i)$, grouped-binomial logistic regression specifiesFitting the proportions $Y_i/n_i$ with binomial weights $n_i$ gives the same likelihood.