Introduction to Bayesian Statistics (Softcover reprint of hardcover 2nd ed. 2007)

Introduction to Bayesian Statistics (Softcover reprint of hardcover 2nd ed. 2007)

By: Karl-Rudolf Koch (author)Paperback

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Description

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.

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Contents

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

Product Details

  • publication date: 15/10/2010
  • ISBN13: 9783642091834
  • Format: Paperback
  • Number Of Pages: 261
  • ID: 9783642091834
  • weight: 409
  • ISBN10: 3642091830
  • edition: Softcover reprint of hardcover 2nd ed. 2007

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