Functional Estimation for Density, Regression Models and Processes by ODILE PONSFunctional Estimation for Density, Regression Models and Processes by ODILE PONS

Functional Estimation for Density, Regression Models and Processes

byODILE PONS

Hardcover | March 22, 2011

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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, compares several new estimators for single-index models, and it examines the weak convergence of the estimators.
Title:Functional Estimation for Density, Regression Models and ProcessesFormat:HardcoverDimensions:212 pages, 9.41 × 7.24 × 0.98 inPublished:March 22, 2011Publisher:World Scientific PublishingLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:9814343730

ISBN - 13:9789814343732

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