Non-Data-Splitting Estimator Selection for Regression in Exponential Families

Juntong Chen

We observe $n$ independent pairs of random variables $(W_i,Y_i)$, where the conditional distribution of $Y_i$ given $W_i=w_i$ follows a one-parameter exponential family…