Introduction to Bayesian Statistics için kapak resmi
Başlık:
Introduction to Bayesian Statistics
Dil:
English
ISBN:
9783540727262
Edisyon:
Second, updated and enlarged Edition.
Yayın Bilgileri:
Berlin, Heidelberg : Springer Berlin Heidelberg, 2007.
Fiziksel Tanımlama:
XII, 249 p. online resource.
İçerik:
Probability -- Parameter Estimation, Confidence Regions and Hypothesis Testing -- Linear Model -- Special Models and Applications -- Numerical Methods.

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Özet

Özet

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.