Local linear conditional cumulative distribution function with mixing data

Abstract

Abstract This paper investigates a conditional cumulative distribution of a scalar response given by a functional random variable with an $$\alpha $$ α -mixing stationary sample using a local polynomial technique. The main purpose of this study is to establish asymptotic normality results under selected mixing conditions satisfied by many time-series analysis models in addition to the other appropriate conditions to confirm the planned prospects.