Bayesian Theory and Methods with Applications
1st Edition
Published on 1. September 2011
XIV, 318 pages
978-94-91216-14-5 (ISBN)
Description
Bayesian methods are growing more and more popular, finding new practical applications in the fields of health sciences, engineering, environmental sciences, business and economics and social sciences, among others. This book explores the use of Bayesian analysis in the statistical estimation of the unknown phenomenon of interest. The contents demonstrate that where such methods are applicable, they offer the best possible estimate of the unknown. Beyond presenting Bayesian theory and methods of analysis, the text is illustrated with a variety of applications to real world problems.
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Other editions
Additional editions
Vladimir Savchuk | Chris P. Tsokos
Bayesian Theory and Methods with Applications
Book
11/2013
Atlantis Press
€53.49
Shipment within 10-15 days
Vladimir Savchuk | Chris P. Tsokos
Bayesian Theory and Methods with Applications
Book
09/2011
Atlantis Press (Zeger Karssen)
€53.49
Shipment within 10-15 days
Content
- Intro
- Bayesian Theory and Methods with Applications
- Preface
- Contents
- General Questions of Bayes Theory
- The Accepted Bayes Method of Estimation
- The Methods of Parametric Bayes Estimation Based on Censored Samples
- Nonparametric Bayes Estimation
- Quasi-Parametric Bayes Estimates of the TTF Probability
- Estimates of the TTF Probability under the Conditions of a Partial Prior Uncertainty
- Empirical Bayes Estimates of Reliability
- Theoretical Model for Engineering Reliability
- Statistical Reliability Analysis Prior Bayes Estimates
- Statistical Reliability Analysis Posterior Bayes Estimates
- Bibliography
