Functional Estimation For Density, Regression Models And Processes

Name: Functional Estimation For Density, Regression Models And Processes
Brand: World Scientific Publishing Co Pte Ltd
SKU: 9789814343732
Price: 1935 CZK
Availability: InStock

Autor: Odile Pons

Jazyk:

Vazba: Pevná

Vydavatel: World Scientific Publishing Co Pte Ltd

Dostupnost: Skladem u dodavatele

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This book presents a unified approach on nonparametric estimators for models of independent observat...

Informace o knize

Autor

Odile Pons

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2011

Stránek

212

EAN

9789814343732

ISBN

9814343730

Enbook ID

01231449

Vydavatel

World Scientific Publishing Co Pte Ltd

Hmotnost

522

Rozměry

153 x 235 x 21

Kompletní popis

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.

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Functional Estimation For Density, Regression Models And Processes

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Kompletní popis

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