Quick and Simple Kernel Differential Equation Regression Estimators for Data with Sparse Design

Chunlei Ge, W. John Braun

Local polynomial regression of order at least one often performs poorly in regions of sparse data. Local constant regression is exceptional in this regard, though it is the least a…