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Methods for the Exploration of Posterior Distributions and Likelihood Functions (Springer Series in Statistics) - Hardcover
Inhaltsangabe
This is a unified presentation of a variety of computational algorithms used in likelihood and Bayesian inference. In this second edition, Martin Tanner has taken the opportunity to expand the treatment of many of the techniques discussed, to devote more space to comparing the methods covered, and to describe the applications in more detail. Topics covered include: maximum likelihood, Monte Carlo methods, the EM algorithm, data augmentation techniques, imputation methods, the Gibbs sampler, the Metropolis algorithm, and the griddy Gibbs sampler. The reader is assumed to have a reasonable basic background in statistics as might be gained in the first year of a graduate course, but otherwise the book is self-contained. As a result, the book will provide a survey of the fast-moving area of statistics for research statisticians and for other researchers and graduate students whose research touches on these techniques.
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Reseña del editor
This is a unified presentation of a variety of computational algorithms used in likelihood and Bayesian inference. In this second edition, Martin Tanner has taken the opportunity to expand the treatment of many of the techniques discussed, to devote more space to comparing the methods covered, and to describe the applications in more detail. Topics covered include: maximum likelihood, Monte Carlo methods, the EM algorithm, data augmentation techniques, imputation methods, the Gibbs sampler, the Metropolis algorithm, and the griddy Gibbs sampler. The reader is assumed to have a reasonable basic background in statistics as might be gained in the first year of a graduate course, but otherwise the book is self-contained. As a result, the book will provide a survey of the fast-moving area of statistics for research statisticians and for other researchers and graduate students whose research touches on these techniques.
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Methods for the Exploration of Posterior Distributions and Likelihood Functions (Springer Series in Statistics)
Verlag:
Springer-Verlag Berlin and Heidelberg GmbH & Co. K, 1993
ISBN 10: 3540940316
ISBN 13: 9783540940319
Gebraucht
Hardcover
Anbieter: Buchpark, Trebbin, Deutschland
Verkäuferbewertung 5 von 5 Sternen
Zustand: Gut. Zustand: Gut | Sprache: Englisch | Produktart: Bücher. Bestandsnummer des Verkäufers 41668190/203
Anzahl: 1 verfügbar
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Tools for statistical inference : methods for the exploration of posterior distributions and likelihood functions. Springer series in statistics
Verlag:
New York ; Berlin ; Heidelberg ; London ; Paris ; Tokyo ; Hong Kong ; Barcelona ; Budapest : Springer,, 1993
ISBN 10: 3540940316
ISBN 13: 9783540940319
Gebraucht
Hardcover
Anbieter: Die Wortfreunde - Antiquariat Wirthwein Matthias Wirthwein, Mannheim, Deutschland
Verkäuferbewertung 4 von 5 Sternen
OPp, gebundene Ausgabe. 2. ed. IX, 156 S. : graph. Darst. ; 24 cm Deckelinnenseite mit Besitzernamen, sonst sehr gutes Exemplar, sieht kaum oder nicht gelesen aus. Sprache: Englisch Gewicht in Gramm: 450. Bestandsnummer des Verkäufers 74166
Anzahl: 1 verfügbar