Uniform Convergence of Nonparametric Conditional Hazard Function in the Single Functional Index Modeling for Dependent Data

Abstract

We study the nonparametric local linear estimation of the conditional hazard function of a scalar response variable given a functional explanatory variable, when the functional data are α-mixing dependency and we give the uniform almost complete convergence with rates of this function.