Articles liés à Empirical Processes in M-Estimation
Synopsis
The theory of empirical processes provides valuable tools for the development of asymptotic theory in (nonparametric) statistical models, and makes possible 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; there is minimal recourse to abstract theoretical results. To make the results concrete, a detailed treatment is presented for two important examples of M-estimation, namely maximum likelihood and least squares. The theory also covers estimation methods using penalties and sieves. Many illustrative examples are given, including the Grenander estimator, estimation of functions of bounded variation, smoothing splines, partially linear models, mixture models and image analysis. Graduate students and professionals in statistics as well as those with an interest in applications, to such areas as econometrics, medical statistics, etc., will welcome this treatment.
Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.
Présentation de l'éditeur
The theory of empirical processes provides valuable tools for the development of asymptotic theory in (nonparametric) statistical models, and makes possible 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; there is minimal recourse to abstract theoretical results. To make the results concrete, a detailed treatment is presented for two important examples of M-estimation, namely maximum likelihood and least squares. The theory also covers estimation methods using penalties and sieves. Many illustrative examples are given, including the Grenander estimator, estimation of functions of bounded variation, smoothing splines, partially linear models, mixture models and image analysis. Graduate students and professionals in statistics as well as those with an interest in applications, to such areas as econometrics, medical statistics, etc., will welcome this treatment.
Revue de presse
'... well written and provides a modern contribution to a very important class of nonparametric estimators.' N. D. C. Veraverbeke, Publication of the International Statistical Institute
'... this excellent book will be extremely useful for graduate students and researchers in the general area of nonparametric estimation. It is a welcome addition to the existing literature and certainly recommended.' Niew Archief voor Wiskunde
Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.
Acheter neuf
Afficher cet article
EUR 53,10
EUR 6,81 expédition vers Etats-Unis
Destinations, frais et délais
Résultats de recherche pour Empirical Processes in M-Estimation
Image d'archives
Empirical Processes in M-Estimation (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 6)
Edité par
Cambridge University Press, 2009
ISBN 10 : 0521123259
ISBN 13 : 9780521123259
Neuf
Couverture souple
Vendeur : Best Price, Torrance, CA, Etats-Unis
Évaluation du vendeur 5 sur 5 étoiles
Etat : New. SUPER FAST SHIPPING. N° de réf. du vendeur 9780521123259
Quantité disponible : 2 disponible(s)
Image fournie par le vendeur
Empirical Processes in M-Estimation/Applications of Empirical Process Theory
Edité par
Cambridge University Press, 2009
ISBN 10 : 0521123259
ISBN 13 : 9780521123259
Neuf
Couverture souple
Vendeur : GreatBookPrices, Columbia, MD, Etats-Unis
Évaluation du vendeur 5 sur 5 étoiles
Etat : New. N° de réf. du vendeur 7939032-n
Quantité disponible : Plus de 20 disponibles
Image d'archives
Empirical Processes in M-Estimation (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 6)
Edité par
Cambridge University Press, 2009
ISBN 10 : 0521123259
ISBN 13 : 9780521123259
Neuf
Couverture souple
Vendeur : Lucky's Textbooks, Dallas, TX, Etats-Unis
Évaluation du vendeur 5 sur 5 étoiles
Etat : New. N° de réf. du vendeur ABLIING23Feb2215580244203
Quantité disponible : Plus de 20 disponibles
Image d'archives
Empirical Processes in M-Estimation (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 6)
Edité par
Cambridge University Press, 2009
ISBN 10 : 0521123259
ISBN 13 : 9780521123259
Neuf
Couverture souple
Vendeur : California Books, Miami, FL, Etats-Unis
Évaluation du vendeur 5 sur 5 étoiles
Etat : New. N° de réf. du vendeur I-9780521123259
Quantité disponible : Plus de 20 disponibles
Image fournie par le vendeur
Empirical Processes in M-Estimation/Applications of Empirical Process Theory
Edité par
Cambridge University Press, 2009
ISBN 10 : 0521123259
ISBN 13 : 9780521123259
Ancien ou d'occasion
Couverture souple
Vendeur : GreatBookPrices, Columbia, MD, Etats-Unis
Évaluation du vendeur 5 sur 5 étoiles
Etat : As New. Unread book in perfect condition. N° de réf. du vendeur 7939032
Quantité disponible : Plus de 20 disponibles
Image d'archives
Empirical Processes in M-Estimation
Edité par
Cambridge University Press CUP, 2009
ISBN 10 : 0521123259
ISBN 13 : 9780521123259
Neuf
Couverture souple
Vendeur : Books Puddle, New York, NY, Etats-Unis
Évaluation du vendeur 4 sur 5 étoiles
Etat : New. pp. 300. N° de réf. du vendeur 26602825
Quantité disponible : 1 disponible(s)
Image d'archives
Empirical Processes in M-Estimation (Paperback)
Edité par
Cambridge University Press, Cambridge, 2009
ISBN 10 : 0521123259
ISBN 13 : 9780521123259
Neuf
Paperback
Vendeur : Grand Eagle Retail, Mason, OH, Etats-Unis
Évaluation du vendeur 5 sur 5 étoiles
Paperback. Etat : new. Paperback. The theory of empirical processes provides valuable tools for the development of asymptotic theory in (nonparametric) statistical models, and makes possible 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; there is minimal recourse to abstract theoretical results. To make the results concrete, a detailed treatment is presented for two important examples of M-estimation, namely maximum likelihood and least squares. The theory also covers estimation methods using penalties and sieves. Many illustrative examples are given, including the Grenander estimator, estimation of functions of bounded variation, smoothing splines, partially linear models, mixture models and image analysis. Graduate students and professionals in statistics as well as those with an interest in applications, to such areas as econometrics, medical statistics, etc., will welcome this treatment. This book deals with estimation methods in statistics, and treats various models in a unified way. Many illustrative examples are given, including the Grenander estimator, smoothing splines, partially linear models, mixture models and image analysis. Graduate students and professionals in statistics will welcome this treatment. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. N° de réf. du vendeur 9780521123259
Quantité disponible : 1 disponible(s)
Image d'archives
Empirical Processes in M-Estimation
Edité par
Cambridge University Press, 2009
ISBN 10 : 0521123259
ISBN 13 : 9780521123259
Neuf
Couverture souple
Vendeur : Majestic Books, Hounslow, Royaume-Uni
Évaluation du vendeur 5 sur 5 étoiles
Etat : New. pp. 300 66:B&W 7 x 10 in or 254 x 178 mm Perfect Bound on White w/Gloss Lam. N° de réf. du vendeur 8293654
Quantité disponible : 1 disponible(s)
Image d'archives
Empirical Processes in M-Estimation (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 6)
Edité par
Cambridge University Press, 2009
ISBN 10 : 0521123259
ISBN 13 : 9780521123259
Neuf
Couverture souple
Vendeur : Ria Christie Collections, Uxbridge, Royaume-Uni
Évaluation du vendeur 5 sur 5 étoiles
Etat : New. In. N° de réf. du vendeur ria9780521123259_new
Quantité disponible : Plus de 20 disponibles
Image d'archives
Empirical Processes in M-Estimation (Cambridge Series in Statistical and Probabilistic Mathematics)
Edité par
Cambridge University Press 2009-11-19, 2009
ISBN 10 : 0521123259
ISBN 13 : 9780521123259
Neuf
Paperback
Vendeur : Chiron Media, Wallingford, Royaume-Uni
Évaluation du vendeur 4 sur 5 étoiles
Paperback. Etat : New. N° de réf. du vendeur 6666-IUK-9780521123259
Quantité disponible : 10 disponible(s)