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Bayesian Data Analysis, Second Edition (Chapman & Hall/CRC Texts in Statistical
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- Achat immédiatBayesian Data Analysis, Second Edition (Chapman & Hall/CRC Texts in Statistical
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Lieu : Columbia, Missouri, États-Unis
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Numéro de l'objet eBay :236036712144
Dernière mise à jour : avr. 18, 2025 07:03:48 HAEAfficher toutes les modificationsAfficher toutes les modifications
Caractéristiques de l'objet
- État
- Book Title
- Bayesian Data Analysis, Second Edition (Chapman & Hall/CRC Texts
- ISBN
- 9781584883883
À propos de ce produit
Product Identifiers
Publisher
CRC Press LLC
ISBN-10
158488388X
ISBN-13
9781584883883
eBay Product ID (ePID)
2309770467
Product Key Features
Number of Pages
690 Pages
Language
English
Publication Name
Bayesian Data Analysis
Publication Year
2003
Subject
Probability & Statistics / General, Probability & Statistics / Bayesian Analysis
Type
Textbook
Subject Area
Mathematics
Series
Chapman and Hall/Crc Texts in Statistical Science Ser.
Format
Hardcover
Dimensions
Item Height
1.6 in
Item Weight
38.5 Oz
Item Length
9.3 in
Item Width
6.4 in
Additional Product Features
Edition Number
2
Intended Audience
College Audience
LCCN
2003-051474
Dewey Edition
21
Series Volume Number
106
Illustrated
Yes
Dewey Decimal
519.542
Edition Description
Revised edition,New Edition
Table Of Content
FUNDAMENTALS OF BAYESIAN INFERENCE Background Single-Parameter Models Introduction to Multiparameter Models Large-Sample Inference and Connections to Standard Statistical Methods FUNDAMENTALS OF BAYESIAN DATA ANALYSIS Hierarchical Models Model Checking and Improvement Modeling Accounting for Data Collection Connections and Controversies General Advice ADVANCED COMPUTATION Overview of Computation Posterior Simulation Approximations Based on Posterior Modes Topics in Computation REGRESSION MODELS Introduction to Regression Models Hierarchical Linear Models Generalized Linear Models Models for Robust Inference and Sensitivity Analysis Analysis of Variance SPECIFIC MODELS AND PROBLEMS Mixture Models Multivariate Models Nonlinear Models Models for Missing Data Decision Analysis APPENDICES A: Standard Probability Distributions B: Outline of Proofs of Asymptotic Theorems C: Example of Computation in R and Bugs References
Synopsis
Incorporating new and updated information, this second edition of THE bestselling text in Bayesian data analysis continues to emphasize practice over theory, describing how to conceptualize, perform, and critique statistical analyses from a Bayesian perspective. Its world-class authors provide guidance on all aspects of Bayesian data analysis and include examples of real statistical analyses, based on their own research, that demonstrate how to solve complicated problems. Changes in the new edition include: Stronger focus on MCMC Revision of the computational advice in Part III New chapters on nonlinear models and decision analysis Several additional applied examples from the authors' recent research Additional chapters on current models for Bayesian data analysis such as nonlinear models, generalized linear mixed models, and more Reorganization of chapters 6 and 7 on model checking and data collection Bayesian computation is currently at a stage where there are many reasonable ways to compute any given posterior distribution. However, the best approach is not always clear ahead of time. Reflecting this, the new edition offers a more pluralistic presentation, giving advice on performing computations from many perspectives while making clear the importance of being aware that there are different ways to implement any given iterative simulation computation. The new approach, additional examples, and updated information make Bayesian Data Analysis an excellent introductory text and a reference that working scientists will use throughout their professional life.
LC Classification Number
QA279.5.B386 2003
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Évaluations comme vendeur (39 847)
- l***l (54)- Évaluation laissée par l'acheteur.Six derniers moisAchat vérifiéPurchased and quickly cancelled order. The seller monitors messages and cancelled the order before it shipped with a full refund. Honest seller, good prices, and excellent customer service. I would reconsider purchasing from this seller. A++The Arras Witch Treatises: Johannes Tinctor's Invectives contre la secte de vau (#235954445229)
- b***r (58)- Évaluation laissée par l'acheteur.Six derniers moisAchat vérifiéUnfortunately the book I received was in bad shape and was a different edition than was shown in the listing, however, my experience with the seller was excellent! I reached out requesting a refund and very quickly received a very professional and friendly reply and an immediate refund. Based on this experience I would recommend buying from this seller!Fahrenheit 451 by Ray Bradbury (#335858773063)
- b***c (573)- Évaluation laissée par l'acheteur.Six derniers moisAchat vérifiéBook lacked dustcover (which is okay for good but not mentioned in the listing, which showed a dust cover) but had stickers that would not come off on the actual cover of the book (which is not okay) - careless damage that could have been avoided. However, the seller proactively refunded me without my asking, which I hadn t expected. They clearly care about customer service and doing a good job. They ve earned my trust and another chance.Réponse de : textbooks_source- Évaluations auxquelles le vendeur (textbooks_source) a répondu.- Évaluations auxquelles le vendeur (textbooks_source) a répondu.We are very sorry for the inconvenience!