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  • Search: subject:"Recursive kernel estimators"
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Asymptotic normality 2 Recursive kernel estimators 2 Regression function 2 Almost sure convergence 1 Functional data 1 Quadratic error 1 Strong mixing processes 1
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Article 2
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Amiri, Aboubacar 2 Crambes, Christophe 1 Thiam, Baba 1
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Computational Statistics & Data Analysis 1 Statistical Inference for Stochastic Processes 1
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RePEc 2
Showing 1 - 2 of 2
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Recursive estimation of nonparametric regression with functional covariate
Amiri, Aboubacar; Crambes, Christophe; Thiam, Baba - In: Computational Statistics & Data Analysis 69 (2014) C, pp. 154-172
The main purpose is to estimate the regression function of a real random variable with functional explanatory variable by using a recursive nonparametric kernel approach. The mean square error and the almost sure convergence of a family of recursive kernel estimates of the regression function...
Persistent link: https://www.econbiz.de/10010871359
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Asymptotic normality of recursive estimators under strong mixing conditions
Amiri, Aboubacar - In: Statistical Inference for Stochastic Processes 16 (2013) 2, pp. 81-96
Dans ce papier, nous nous intéressons à l’estimation de la fonction de régression par une approche non-paramétrique par noyau. Nous établissons la normalité asymptotique, pour une famille générale d’estimateurs récursifs à noyau de la fonction de régression, sous une hypothèse de...
Persistent link: https://www.econbiz.de/10010992886
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