Robust Statistics: The Approach Based on Influence Functions
Hampel, Frank R.
Venduto da GoldBooks, Denver, CO, U.S.A.
Venditore AbeBooks dal 15 maggio 2019
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Aggiungere al carrelloVenduto da GoldBooks, Denver, CO, U.S.A.
Venditore AbeBooks dal 15 maggio 2019
Condizione: Nuovo
Quantità: 1 disponibili
Aggiungere al carrelloCodice articolo 51D26_69_0471735779
"This is a nice book containing a wealth of information, much of it due to the authors. . . . If an instructor designing such a course wanted a textbook, this book would be the best choice available. . . . There are many stimulating exercises, and the book also contains an excellent index and an extensive list of references."
&;Technometrics
"[This] book should be read carefully by anyone who is interested in dealing with statistical models in a realistic fashion."
&;American Scientist
Introducing concepts, theory, and applications, Robust Statistics is accessible to a broad audience, avoiding allusions to high-powered mathematics while emphasizing ideas, heuristics, and background. The text 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. It 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.
ELVEZIO M. RONCHETTI, PhD, is Professor of Statistics in the Department of Econometrics at the University of Geneva in Switzerland.
PETER J. ROUSSEEUW, PhD, is Professor in the Department of Mathematics and Computer Science at the University of Antwerp in Belgium.
WERNER A. STAHEL, PhD, is Professor at the Swiss Federal Institute of Technology (ETH) Zurich, Switzerland.
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