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Empirical Processes in M-Estimation
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Empirical Processes in M-Estimation Tapa dura - 1999

de Sara A. Van De Geer

Información de la editorial

The theory of empirical processes provides valuable tools for the development of asymptotic theory in (nonparametric) statistical models, and makes it possible to give a unified treatment of various models. This book reveals the relation between the asymptotic behavior of M-estimators and the complexity of parameter space, using entropy as a measure of complexity, presenting tools and methods to analyze nonparametric, and in some cases, semiparametric methods. Graduate students and professionals in statistics, as well as those interested in applications, e.g. to econometrics, medical statistics, etc., will welcome this treatment.

Primera línea

...where a motivation to study uniform laws of large numbers and central limit theorems is given.

Detalles

  • Título Empirical Processes in M-Estimation
  • Autor Sara A. Van De Geer
  • Encuadernación Tapa dura
  • Páginas 298
  • Volúmenes 1
  • Idioma ENG
  • Editorial Cambridge University Press
  • Fecha de publicación November 1999
  • ISBN 9780521650021 / 052165002X
  • Peso 1.53 libras (0.69 kg)
  • Dimensiones 10.44 x 7.18 x 0.85 pulgadas (26.52 x 18.24 x 2.16 cm)
  • Library of Congress subjects Nonparametric statistics, Estimation theory
  • Número de catálogo de la Librería del Congreso de EEUU 8050544
  • Dewey Decimal Code 519.54

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