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Estimation and simulation of conditional hazard function in the quasi-associated framework when the observations are linked via a functional single-index structure
Authors:Tabti Hadjila  Ait Saidi Ahmed
Affiliation:Département de Mathématiques, Laboratoire de Mathématiques Appliquées, Faculté des Sciences Exactes, Université de Bejaia, Bejaia, Algérie
Abstract:We consider the estimation of the conditional hazard function of a scalar response variable Y given a Hilbertian random variable X when the observations are linked via a single-index structure in the quasi-associated framework. We establish the pointwise almost complete convergence and the uniform almost complete convergence (with the rate) of the estimate of this model. A simulation is given to illustrate the good behavior in the practice of our methodology.
Keywords:Conditional hazard function  functional random variable  kernel estimator  quasi- association  single-functional index model.
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