On Least Squares Estimation under Heteroscedastic and Heavy-Tailed Errors

Arun K. Kuchibhotla, Rohit K. Patra

We consider least squares estimation in a general nonparametric regression model. The rate of convergence of the least squares estimator (LSE) for the unknown regression function i…