Empirical Processes in M-Estimation.pdf

Empirical Processes in M-Estimation PDF

Sara Van De Geer

The theory of empirical processes provides valuable tools for the development of asymptotic theory in (non-parametric) statistical models, and possibly the unified treatment of a number of them. This book reveals the relation between the asymptotic behaviour of M-estimators and the complexity of parameter space. Virtually all results are proved using only elementary ideas developed within the book

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1.52 MB Taille du fichier
9780521650021 ISBN
Libre PRIX
Empirical Processes in M-Estimation.pdf


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Sofya Voigtuh

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Mattio Müllers

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Noels Schulzen

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Empirical Processes in M-Estimation - Mathématiques ...

Jessica Kolhmann

1 Jan 2000 ... We use general empirical process methods to determine under mild regularity conditions exact ... Uwe Einmahl &; David M. Mason ... On the almost everywhere convergence of nonparametric regression function estimates. 22 Feb 2018 ... Local M-estimation with discontinuous criterion for dependent and limited observations. Myung Hwan Seo and Taisuke Otsu ...