Browsing by Subject "kernel estimator"
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Item type:Article, Access status: Open Access , Kernel conditional quantile estimator under left truncation for functional regressors(2016) Helal, Nacéra; Ould Saïd, EliasLet $Y$ be a random real response which is subject to left-truncation by another random variable $T$. In this paper, we study the kernel conditional quantile estimation when the covariable $X$ takes values in an infinite-dimensional space. A kernel conditional quantile estimator is given under some regularity conditions, among which in the small-ball probability, its strong uniform almost sure convergence rate is established. Some special cases have been studied to show how our work extends some results given in the literature. Simulations are drawn to lend further support to our theoretical results and assess the behavior of the estimator for finite samples with different rates of truncation and sizes.Item type:Thesis, Access status: Restricted , Minimaksowe estymatory w problemach nieparametrycznej estymacji gęstości i funkcji regresji(Data obrony: 2015-07-22) Wilk, Anna
Wydział Matematyki StosowanejItem type:Thesis, Access status: Restricted , Pasy ufności w modelu regresji nieparametrycznej ze zmiennymi zaburzonymi(Data obrony: 2017-06-30) Łach, Weronika
Wydział Matematyki StosowanejItem type:Thesis, Access status: Restricted , Pasy ufności w modelu regresji odwrotnej(Data obrony: 2017-09-29) Ruszkowicz, Faustyna
Wydział Matematyki Stosowanej