{"product_id":"9781119287971","title":"Practical Applications of Bayesian Reliability","description":"\u003ch3\u003eQuality and Reliability Engineering Series\u003c\/h3\u003e\u003ch1\u003ePractical Applications of Bayesian Reliability\u003c\/h1\u003e\u003ch3\u003eYan Liu | Athula I. Abeyratne\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eTechnology \u0026amp; Engineering \/ Quality Control\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\u003e\n\u003cp\u003e\u003cb\u003eDemonstrates how to solve reliability problems using practical applications of Bayesian models\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eThis self-contained reference provides fundamental knowledge of Bayesian reliability and utilizes numerous examples to show how Bayesian models can solve real life reliability problems. It teaches engineers and scientists exactly what Bayesian analysis is, what its benefits are, and how they can apply the methods to solve their own problems. To help readers get started quickly, the book presents many Bayesian models that use JAGS and which require fewer than 10 lines of command. It also offers a number of short R scripts consisting of simple functions to help them become familiar with R coding.\u003c\/p\u003e \u003cp\u003e\u003ci\u003ePractical Applications of Bayesian Reliability\u003c\/i\u003e starts by introducing basic concepts of reliability engineering, including random variables, discrete and continuous probability distributions, hazard function, and censored data. Basic concepts of Bayesian statistics, models, reasons, and theory are presented in the following chapter. Coverage of Bayesian computation, Metropolis-Hastings algorithm, and Gibbs Sampling comes next. The book then goes on to teach the concepts of design capability and design for reliability; introduce Bayesian models for estimating system reliability; discuss Bayesian Hierarchical Models and their applications; present linear and logistic regression models in Bayesian Perspective; and more. \u003c\/p\u003e \u003cul\u003e \u003cli\u003eProvides a step-by-step approach for developing advanced reliability models to solve complex problems, and does not require in-depth understanding of statistical methodology\u003c\/li\u003e \u003cli\u003eEducates managers on the potential of Bayesian reliability models and associated impact\u003c\/li\u003e \u003cli\u003eIntroduces commonly used predictive reliability models and advanced Bayesian models based on real life applications\u003c\/li\u003e \u003cli\u003eIncludes practical guidelines to construct Bayesian reliability models along with computer codes for all of the case studies\u003c\/li\u003e \u003cli\u003eJAGS and R codes are provided on an accompanying website to enable practitioners to easily copy them and tailor them to their own applications \u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003ci\u003ePractical Applications of Bayesian Reliability\u003c\/i\u003e is a helpful book for industry practitioners such as reliability engineers, mechanical engineers, electrical engineers, product engineers, system engineers, and materials scientists whose work includes predicting design or product performance. \u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e   \u003cp\u003e\u003cb\u003eYAN LIU, P\u003csmall\u003eH\u003c\/small\u003eD,\u003c\/b\u003e is Principal Reliability Engineer at Medtronic PLC, (USA). She is a certified Master Black Belt at Medtronic and has 12 years of working and consulting experience on reliability engineering and design for Six Sigma. \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eATHULA I. ABEYRATNE, P\u003csmall\u003eH\u003c\/small\u003eD,\u003c\/b\u003e is Senior Principal Statistician and a certified DRM Black Belt at Medtronic PLC, (USA), where he has provided statistical consulting, training, data analyses, and modelling for 27 years. \u003c\/p\u003e\n\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e04 June 2019\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublisher: \u003c\/td\u003e\n\u003ctd\u003eWiley\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eImprint: \u003c\/td\u003e\n\u003ctd\u003eWiley\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eISBN-13: \u003c\/td\u003e\n\u003ctd\u003e9781119287971\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eFormat: \u003c\/td\u003e\n\u003ctd\u003eHardback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePage Count: \u003c\/td\u003e\n\u003ctd\u003e320\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eWeight (oz): \u003c\/td\u003e\n\u003ctd\u003e24.0\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":44378766737548,"sku":"9781119287971","price":117.85,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781119287971.jpg?v=1780280772","url":"https:\/\/lateknightbooks.com\/products\/9781119287971","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}