Introduction to Applied Bayesian Statistics and Estimation for Social Scientists

Scott M Lynch

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Language: English

Published by Springer New York Jul 2007, 2007

038771264X / 9780387712642

Series: Book 11 of 40 - Statistics for Social and Behavioral Sciences

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -'Introduction to Applied Bayesian Statistics and Estimation for Social Scientists' covers the complete process of Bayesian statistical analysis in great detail from the development of a model through the process of making statistical inference. The key feature of this book is that it covers models that are most commonly used in social science research - including the linear regression model, generalized linear models, hierarchical models, and multivariate regression models - and it thoroughly develops each real-data example in painstaking detail.The first part of the book provides a detailed introduction to mathematical statistics and the Bayesian approach to statistics, as well as a thorough explanation of the rationale for using simulation methods to construct summaries of posterior distributions. Markov chain Monte Carlo (MCMC) methods - including the Gibbs sampler and the Metropolis-Hastings algorithm - are then introduced as general methods for simulating samples from distributions. Extensive discussion of programming MCMC algorithms, monitoring their performance, and improving them is provided before turning to the larger examples involving real social science models and data. 359 pp. Englisch.…

Seller Inventory # 9780387712642

Title
Introduction to Applied Bayesian Statistics and Estimation for Social Scientists
Author
Scott M Lynch
Publisher
Springer New York Jul 2007
Publication year
2007
Condition
Neu
Binding
Buch
Language
English
ISBN 10
038771264X
ISBN 13
9780387712642
Item weight
745 grams
Dimensions
238x165x23 mm
Series
Book 11 of 40: Statistics for Social and Behavioral Sciences

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

Item5 to 15 business days5 to 15 business days
First itemUS$ 26.20US$ 26.20
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BuchWeltWeit Ludwig Meier e.K.

Germany