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Book synopsis

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.

Book details

Book category Books in English Mathematics & science Mathematics Probability & statistics

• Full title: Functional Estimation For Density, Regression Models And Processes
• Author: Odile Pons
• Language: English
• Binding: Hardback
• Number of pages: 212
• EAN: 9789814343732
• ISBN: 9814343730
• ID: 01231449
• Publisher: World Scientific Publishing Co Pte Ltd
• Weight: 522 g
• Dimensions: 235 × 153 × 21 mm
• Date of publishing: 22. March 2011

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