This paper investigates a conditional cumulative distribution of a scalar response given by a functional random variable with an alphadocumentclass-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.
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