Articoli correlati a Tools for Statistical Inference: Methods for the Exploration...
Tools for Statistical Inference: Methods for the Exploration of Posterior Distributions and Likelihood Functions - Rilegato
Sinossi
A unified introduction to a variety of computational algorithms for likelihood and Bayesian inference. This third edition expands the discussion of many of the techniques presented, and includes additional examples as well as exercise sets at the end of each chapter.
Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.
Contenuti
1. Introduction.- Exercises.- 2. Normal Approximations to Likelihoods and to Posteriors.- 2.1. Likelihood/Posterior Density.- 2.2. Specification of the Prior.- 2.3. Maximum Likelihood.- 2.4. Normal-Based Inference.- 2.5. The ?-Method (Propagation of Errors).- 2.6. Highest Posterior Density Regions.- Exercises.- 3. Nonnormal Approximations to Likelihoods and Posteriors.- 3.1. Numerical Integration.- 3.2. Posterior Moments and Marginalization Based on Laplace’s Method.- 3.3. Monte Carlo Methods.- Exercises.- 4. The EM Algorithm.- 4.1. Introduction.- 4.2. Theory.- 4.3. EM in the Exponential Family.- 4.4. Standard Errors in the Context of EM.- 4.5. Monte Carlo Implementation of the E-Step.- 4.6. Acceleration of EM (Louis’ Turbo EM).- 4.7. Facilitating the M-Step.- Exercises.- 5. The Data Augmentation Algorithm.- 5.1. Introduction and Motivation.- 5.2. Computing and Sampling from the Predictive Distribution.- 5.3. Calculating the Content and Boundary of the HPD Region.- 5.4. Remarks on the General Implementation of the Data Augmentation Algorithm.- 5.5. Overview of the Convergence Theory of Data Augmentation.- 5.6. Poor Man’s Data Augmentation Algorithms.- 5.7. Sampling/Importance Resampling (SIR).- 5.8. General Imputation Methods.- 5.9. Further Importance Sampling Ideas.- 5.10. Sampling in the Context of Multinomial Data.- Exercises.- 6. Markov Chain Monte Carlo: The Gibbs Sampler and the Metropolis Algorithm.- 6.1. Introduction to the Gibbs Sampler.- 6.2. Examples.- 6.3. Assessing Convergence of the Chain.- 6.4. The Griddy Gibbs Sampler.- 6.5. The Metropolis Algorithm.- 6.6. Conditional Inference via the Gibbs Sampler.- Exercises.- References.
Product Description
Book by Tanner Martin A
Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.
Compra nuovo
Visualizza questo articolo
EUR 81,98
EUR 25,61 per la spedizione da U.S.A. a Italia
Destinazione, tempi e costiAltre edizioni note dello stesso titolo
Risultati della ricerca per Tools for Statistical Inference: Methods for the Exploration...
Immagini fornite dal venditore
Tools for statistical inference methods for the exploration of posterior distributions and likelihood functions Martin A. Tanner.
Editore:
New York, Springer, 1998
ISBN 10: 0387946888
ISBN 13: 9780387946887
Antico o usato
Rilegato
Da: Antiquariat Bookfarm, Löbnitz, Germania
Valutazione del venditore 5 su 5 stelle
Hardcover. Ex-library with stamp and library-signature. GOOD condition, some traces of use. Ancien Exemplaire de bibliothèque avec signature et cachet. BON état, quelques traces d'usure. Ehem. Bibliotheksexemplar mit Signatur und Stempel. GUTER Zustand, ein paar Gebrauchsspuren. 62 TAN 9780387946887 Sprache: Englisch Gewicht in Gramm: 550. Codice articolo 2501937
Quantità: 1 disponibili
Foto dell'editore
Tools for Statistical Inference: Methods for the Exploration of Posterior Distributions and Likelihood Functions (Springer Series in Statistics)
Da: Books From California, Simi Valley, CA, U.S.A.
Valutazione del venditore 5 su 5 stelle
hardcover. Condizione: Good. Book is bent. Codice articolo mon0003779328
Quantità: 1 disponibili
Foto dell'editore
Tools for Statistical Inference : Methods for the Exploration of Posterior Distributions and Likelihood Functions
Da: Better World Books, Mishawaka, IN, U.S.A.
Valutazione del venditore 5 su 5 stelle
Condizione: Good. 3rd. Former library book; may include library markings. Used book that is in clean, average condition without any missing pages. Codice articolo GRP76838927
Quantità: 1 disponibili
Foto dell'editore
Tools for Statistical Inference: Methods for the Exploration of Posterior Distributions and Likelihood Functions
Da: Anybook.com, Lincoln, Regno Unito
Valutazione del venditore 5 su 5 stelle
Condizione: Good. This is an ex-library book and may have the usual library/used-book markings inside.This book has hardback covers. In good all round condition. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,550grams, ISBN:9780387946887. Codice articolo 8622634
Quantità: 1 disponibili
Foto dell'editore
Tools for Statistical Inference: Methods for the Exploration of Posterior Distributions and Likelihood Functions (Springer Series in Statistics)
Da: WorldofBooks, Goring-By-Sea, WS, Regno Unito
Valutazione del venditore 5 su 5 stelle
Hardback. Condizione: Very Good. The book has been read, but is in excellent condition. Pages are intact and not marred by notes or highlighting. The spine remains undamaged. Codice articolo GOR014370185
Quantità: 1 disponibili
Foto dell'editore
Tools for Statistical Inference: Methods for the Exploration of Posterior Distributions and Likelihood Functions - Third Edition
Da: Karen Wickliff - Books, Columbus, OH, U.S.A.
Valutazione del venditore 4 su 5 stelle
Hard Cover. Condizione: Very Good. 207pp, yellow hardback, VG, small scrape along edge of the front cover, figures, equations, references, subject index, practice exercises at the end of each chapter, "introduction to a variety of computational algorithms for Bayesian and likelihood inference". Codice articolo w130815397
Quantità: 1 disponibili
Foto dell'editore
Tools for Statistical Inferface : Methods for the Exploration of Posterior Distributions and Likelihood Functions
Da: J J Basset Books, bassettbooks, bookfarm.co.uk, Peter Tavy, Regno Unito
Valutazione del venditore 3 su 5 stelle
Yellow Hardback. Condizione: FINE ( AS NEW). No Jacket. Graphs (illustratore). Third Edition. This book is part of a large purchase from a Public Sector Library and except where mentioned are for the most part LIKE NEW! MOSTLY the ONLY flaws are the blacked out (they insisted) Library stamps which show many of them to be UNUSED! FEEL FREE TO E-MAIL FOR PHOTOGRAPHS AND FURTHER DETAILS. FROM A DEALER WHO TELLS YOU WHO THEY ARE AND WHAT THEIR TELEPHONE AND ADDRESS CONTACT DETAILS ARE! Size: 8vo - over 7¾" - 9¾". EX PUBLIC SECTOR LIBRARY BLACK. Codice articolo 33333334722
Quantità: 1 disponibili
Foto dell'editore
Tools for Statistical Inference: Methods for the Exploration of Posterior Distributions and Likelihood Functions (Springer Series in Statistics)
Da: Textbooks_Source, Columbia, MO, U.S.A.
Valutazione del venditore 5 su 5 stelle
Hardcover. Condizione: Good. 3rd. Ships in a BOX from Central Missouri! May not include working access code. Will not include dust jacket. Has used sticker(s) and some writing or highlighting. UPS shipping for most packages, (Priority Mail for AK/HI/APO/PO Boxes). Codice articolo 000347032U
Quantità: 1 disponibili
Foto dell'editore
Tools for Statistical Inference: Methods for the Exploration of Posterior Distributions and Likelihood Functions (Springer Series in Statistics)
Da: HPB-Red, Dallas, TX, U.S.A.
Valutazione del venditore 5 su 5 stelle
Hardcover. Condizione: Good. Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority! Codice articolo S_425785322
Quantità: 1 disponibili
Immagini fornite dal venditore
Tools for Statistical Inference : Methods for the Exploration of Posterior Distributions and Likelihood Functions
Da: GreatBookPrices, Columbia, MD, U.S.A.
Valutazione del venditore 5 su 5 stelle
Condizione: good. May show signs of wear, highlighting, writing, and previous use. This item may be a former library book with typical markings. No guarantee on products that contain supplements Your satisfaction is 100% guaranteed. Twenty-five year bookseller with shipments to over fifty million happy customers. Codice articolo 671709-5
Quantità: 1 disponibili