Name: robust statistics: the approach based on influence functions
Price: 174.01 USD
Availability: InStock
Author: frank r. hampel, elvezio m. ronchetti, peter j. rousseeuw
ISBN: 9780471735779

portada robust statistics: the approach based on influence functions

robust statistics: the approach based on influence functions

Formato

Libro Físico

Editorial

wiley-interscience

Autor

frank r. hampel, elvezio m. ronchetti, peter j. rousseeuw

N° páginas

536.00

ISBN

0471735779

ISBN13

9780471735779

Categorías

Probabilidad y estadística

robust statistics: the approach based on influence functions

Frank R. Hampel, Elvezio M. Ronchetti, Peter J. Rousseeuw (Autor) · wiley-interscience · Libro Físico

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Reseña del libro "robust statistics: the approach based on influence functions"

a highly detailed, yet readable treatment of the growing field of robust statistics--the statistics of approximate parametric models. introducing concepts, theory, and applications, this work is designed to be accessible to a broad audience, avoiding allusions to high-powered mathematics while emphasizing ideas, heuristics, and background. it covers the approach based on the influence function (the effect of an outlier on an estimater, for example) and related notions such as the breakdown point. this book also treats the change-of-variance function, fundamental concepts and results in the framework of estimation of a single parameter, and applications to estimation of covariance matrices and regression parameters.