By Nozer D. Singpurwalla
All of us wish to know the way trustworthy and the way dicy yes events are, and our expanding reliance on know-how has resulted in the necessity for extra distinctive tests than ever sooner than. Such precision has ended in efforts either to sharpen the notions of probability and reliability, and to quantify them. Quantification is needed for normative decision-making, specially judgements touching on our defense and wellness. more and more lately Bayesian equipment became key to such quantifications.
Reliability and Risk presents a accomplished evaluate of the mathematical and statistical elements of threat and reliability research, from a Bayesian viewpoint. This booklet units out to alter the way we expect approximately reliability and survival research by way of casting them within the broader context of decision-making. this is often accomplished by:
- Providing a vast assurance of the various facets of reliability, together with: multivariate failure versions, dynamic reliability, occasion background research, non-parametric Bayes, competing hazards, co-operative and competing structures, and signature analysis.
- Covering the necessities of Bayesian facts and exchangeability, permitting readers who're surprising with Bayesian inference to learn from the book.
- Introducing the thought of “composite reliability”, or the collective reliability of a inhabitants of items.
- Discussing the connection among notions of reliability and survival research and econometrics and fiscal risk.
Reliability and Risk can so much profitably be utilized by practitioners and study staff in reliability and survivability as a resource of data, reference, and open difficulties. it may possibly additionally shape the foundation of a graduate point direction in reliability and hazard research for college kids in data, biostatistics, engineering (industrial, nuclear, systems), operations examine, and different mathematically orientated scientists, in which the trainer might complement the cloth with examples and problems.
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