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Functional Estimation For Density, Regression Models And Processes

Language EnglishEnglish
Book Hardback
Book Functional Estimation For Density, Regression Models And Processes Odile Pons
Libristo code: 01231449
Publishers World Scientific Publishing Co Pte Ltd, March 2011
This book presents a unified approach on nonparametric estimators for models of independent observat... Full description
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168.20  лв
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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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About the book

Full name Functional Estimation For Density, Regression Models And Processes
Author Odile Pons
Language English
Binding Book - Hardback
Date of issue 2011
Number of pages 212
EAN 9789814343732
ISBN 9814343730
Libristo code 01231449
Publishers World Scientific Publishing Co Pte Ltd
Weight 522
Dimensions 153 x 235 x 21

Categories

Mathematics & Science > Mathematics > Probability & statistics
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