On the Distributed Estimation for Scalar-on-Function Regression Models

Peilun He, Han Lin Shang, Nan Zou

This paper proposes distributed estimation procedures for three scalar-on-function regression models: the functional linear model (FLM), the functional non-parametric model (FNPM),…