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Strong consistency of a conditional mode estimator in the presence of doubly censored data
In this work, we study a double kernel conditional density and a conditional mode estimators
when the response variable is doubly censored. We establish the uniform strong consistency
of the conditional density estimator and its derivatives. Then, we deduce the uniform strong
consistency of the conditional mode estimator that results. Finally, we illustrate the quality of the
estimation through a simulation study.
