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An Introduction To Bayesian Analysis: Theory And Methods

Description: Please refer to the section BELOW (and NOT ABOVE) this line for the product details - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Title:An Introduction To Bayesian Analysis: Theory And MethodsISBN13:9780387400846ISBN10:0387400842Author:Ghosh, Jayanta K. (Author), Delampady, Mohan (Author), Samanta, Tapas (Author)Description:This Is A Graduate-Level Textbook On Bayesian Analysis Blending Modern Bayesian Theory, Methods, And Applications Starting From Basic Statistics, Undergraduate Calculus And Linear Algebra, Ideas Of Both Subjective And Objective Bayesian Analysis Are Developed To A Level Where Real-Life Data Can Be Analyzed Using The Current Techniques Of Statistical Computing Advances In Both Low-Dimensional And High-Dimensional Problems Are Covered, As Well As Important Topics Such As Empirical Bayes And Hierarchical Bayes Methods And Markov Chain Monte Carlo (Mcmc) Techniques Many Topics Are At The Cutting Edge Of Statistical Research Solutions To Common Inference Problems Appear Throughout The Text Along With Discussion Of What Prior To Choose There Is A Discussion Of Elicitation Of A Subjective Prior As Well As The Motivation, Applicability, And Limitations Of Objective Priors By Way Of Important Applications The Book Presents Microarrays, Nonparametric Regression Via Wavelets As Well As Dma Mixtures Of Normals, And Spatial Analysis With Illustrations Using Simulated And Real Data Theoretical Topics At The Cutting Edge Include High-Dimensional Model Selection And Intrinsic Bayes Factors, Which The Authors Have Successfully Applied To Geological Mapping The Style Is Informal But Clear Asymptotics Is Used To Supplement Simulation Or Understand Some Aspects Of The Posterior Binding:Hardcover, HardcoverPublisher:SpringerPublication Date:2006-07-27Weight:1.4 lbsDimensions:0.87'' H x 9.34'' L x 6'' WNumber of Pages:354Language:English

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An Introduction To Bayesian Analysis: Theory And Methods

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Book Title: An Introduction To Bayesian Analysis: Theory And Methods

Item Length: 9.3in

Item Height: 0.3in

Item Width: 6.1in

Author: Jayanta K. Ghosh, Tapas Samanta, Mohan Delampady

Publication Name: Introduction to Bayesian Analysis : Theory and Methods

Format: Hardcover

Language: English

Publisher: Springer New York

Series: Springer Texts in Statistics Ser.

Publication Year: 2006

Type: Textbook

Item Weight: 54.3 Oz

Number of Pages: Xiii, 354 Pages

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