Introduction to Bayesian Statistics / Edition 2

Introduction to Bayesian Statistics / Edition 2

by Karl-Rudolf Koch
     
 

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ISBN-10: 354072723X

ISBN-13: 9783540727231

Pub. Date: 07/30/2007

Publisher: Springer Berlin Heidelberg

This book presents Bayes’ theorem, the estimation of unknown parameters, the determination of confidence regions and the derivation of tests of hypotheses for the unknown parameters. It does so in a simple manner that is easy to comprehend. The book compares traditional and Bayesian methods with the rules of probability presented in a logical way allowing an

Overview

This book presents Bayes’ theorem, the estimation of unknown parameters, the determination of confidence regions and the derivation of tests of hypotheses for the unknown parameters. It does so in a simple manner that is easy to comprehend. The book compares traditional and Bayesian methods with the rules of probability presented in a logical way allowing an intuitive understanding of random variables and their probability distributions to be formed.

Product Details

ISBN-13:
9783540727231
Publisher:
Springer Berlin Heidelberg
Publication date:
07/30/2007
Edition description:
2nd, updated and enlarged ed. 2007
Pages:
249
Product dimensions:
6.10(w) x 9.40(h) x 0.70(d)

Table of Contents

Probability.- Parameter Estimation, Confidence Regions and Hypothesis Testing.- Linear Model.- Special Models and Applications.- Numerical Methods.

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