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Paperback Introduction to Applied Bayesian Statistics and Estimation for Social Scientists Book
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ISBN: 1441924345

ISBN13: 9781441924346

Introduction to Applied Bayesian Statistics and Estimation for Social Scientists

(Part of the Statistics for Social and Behavioral Sciences Series)

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Format: Paperback

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Book Overview

Probability Theory and Classical Statistics.- Basics of Bayesian Statistics.- Modern Model Estimation Part 1: Gibbs Sampling.- Modern Model Estimation Part 2: Metroplis-Hastings Sampling.- Evaluating Markov Chain Monte Carlo Algorithms and Model Fit.- The Linear Regression Model.- Generalized Linear Models.- to Hierarchical Models.- to Multivariate Regression Models.- Conclusion.

Related Subjects

Computers Computers & Technology Engineering Math Mathematics Science & Math Social Science Social Sciences Technology

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