Estimation and simulation of conditional hazard function in the quasi-associated framework when the observations are linked via a functional single-index structure |
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Authors: | Tabti Hadjila Ait Saidi Ahmed |
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Affiliation: | Département de Mathématiques, Laboratoire de Mathématiques Appliquées, Faculté des Sciences Exactes, Université de Bejaia, Bejaia, Algérie |
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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. |
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Keywords: | Conditional hazard function functional random variable kernel estimator quasi- association single-functional index model. |
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