Grid Point Approximation for Distributed Nonparametric Smoothing and Prediction

Yuan Gao, Rui Pan, Feng Li +2

Kernel smoothing is a widely used nonparametric method in modern statistical analysis. The problem of efficiently conducting kernel smoothing for a massive dataset on a distributed…