Estimating a regression function in exponential families by model selection

Juntong Chen

Let $X_1=(W_1,Y_1),\dots ,X_n=(W_n,Y_n)$ be $n$ pairs of independent random variables. We assume that, for each $i\in \{1,\dots ,n\}$, the conditional distribution of $Y…