Introduction to Bayesian Statistics
Autor: | Karl-Rudolf Koch |
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EAN: | 9783540727262 |
eBook Format: | |
Sprache: | Englisch |
Produktart: | eBook |
Veröffentlichungsdatum: | 08.10.2007 |
Kategorie: | |
Schlagworte: | Bayesian Statistics Numerical Algorythms Probability distribution Random variable Variance linerar models numerical methods parameter statistics |
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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.