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Více informací o knize Functional Estimation For Density, Regression Models And Processes

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Anotace knihy

This book presents a unified approach on nonparametric estimators for models of independent observations, jump processes and continuous processes. New estimators are defined and their limiting behavior is studied. From a practical point of view, the book expounds on the construction of estimators for functionals of processes and densities, and provides asymptotic expansions and optimality properties from smooth estimators. It also presents new regular estimators for functionals of processes, compares histogram and kernel estimators of several new estimators for single-index models, and examines the weak convergence of the estimators.

Parametry knihy

Zařazení knihy Knihy v angličtině Mathematics & science Mathematics Probability & statistics

• Plný název: Functional Estimation For Density, Regression Models And Processes
• Autor: Odile Pons
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 212
• EAN: 9789814343732
• ISBN: 9814343730
• ID: 01231449
• Nakladatelství: World Scientific Publishing Co Pte Ltd
• Hmotnost: 522 g
• Rozměry: 235 × 153 × 21 mm
• Datum vydání: 22. March 2011

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