Description: Bayesian Ideas and Data Analysis : An Introduction for Scientists and Statisticians, Hardcover by Christensen, Ronald; Johnson, Wesley; Branscum, Adam J.; Hanson, Timothy E., ISBN 1439803544, ISBN-13 9781439803547, Like New Used, Free shipping in the US "Emphasizing the use of WinBUGS and R to analyze real data, Bayesian Ideas and Data Analysis: An Introduction for Scientists and Statisticians presents statistical tools to address scientific questions. It highlights foundational issues in statistics, the importance of making accurate predictions, and the need for scientists and statisticians to collaborate in analyzing data. The WinBUGS code provided offers a convenient platform to model and analyze a wide range of data. The first five chapters of th contain core material that spans basic Bayesian ideas, calculations, and inference, including modeling one and two sample data from traditional sampling models. The text then covers Monte Carlo methods, such as Markov chain Monte Carlo (MCMC) simulation. After discussing linear structures in regression, it presents binomial regression, normal regression, analysis of variance, and Poisson regression, before extending these methods to handle correlated data. The authors also examine survival analysis and binary diagnostic testing. A complementary chapter on diagnostic testing for continuous outcomes is available on th's website. The last chapter on nonparametric inference explores density estimation and flexible regression modeling of mean functions. The appropriate statistical analysis of data involves a collaborative effort between scientists and statisticians. Exemplifying this approach, Bayesian Ideas and Data Analysis focuses on the necessary tools and concepts for modeling and analyzing scientific data."--Publisher's description.
Price: 116.84 USD
Location: Jessup, Maryland
End Time: 2024-12-01T12:23:49.000Z
Shipping Cost: 0 USD
Product Images
Item Specifics
Return shipping will be paid by: Buyer
All returns accepted: Returns Accepted
Item must be returned within: 14 Days
Refund will be given as: Money Back
Return policy details:
Book Title: Bayesian Ideas and Data Analysis : An Introduction for Scientists
Number of Pages: 516 Pages
Language: English
Publication Name: Bayesian Ideas and Data Analysis : an Introduction for Scientists and Statisticians
Publisher: CRC Press LLC
Subject: Probability & Statistics / General, Probability & Statistics / Bayesian Analysis
Item Height: 1.3 in
Publication Year: 2010
Type: Textbook
Item Weight: 37.7 Oz
Subject Area: Mathematics
Item Length: 10.2 in
Author: Ronald Christensen, Adam Branscum, Wesley Johnson, Timothy E. Hanson
Item Width: 7.2 in
Series: Chapman and Hall/Crc Texts in Statistical Science Ser.
Format: Hardcover
