Minimax Risk and Uniform Convergence Rates for Nonparametric Dyadic Regression

Bryan S. Graham, Fengshi Niu, James L. Powell

Let $i=1,\dots ,N$ index a simple random sample of units drawn from some large population. For each unit we observe the vector of regressors $X_i$ and, for each of the $N\left(N-…