Generalized Asymptotic Limit Theory and Inference for Isotonic Regression

Soham Mallick, Siddhaarth Sarkar, Arun Kumar Kuchibhotla

Monotonicity is a natural shape constraint in nonparametric regression problems, arising for instance when predicting factory yield as a monotone function of labor hours. The widel…