Practical applications of Bayesian reliability / (Record no. 69047)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 05547cam a2200661Ii 4500 |
| 001 - CONTROL NUMBER | |
| control field | on1090242318 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220711203509.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 190320s2019 nju ob 001 0 eng d |
| 019 ## - | |
| -- | 1090761424 |
| -- | 1090905376 |
| -- | 1090912724 |
| -- | 1119557595 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781119287995 |
| -- | (electronic bk. ; |
| -- | oBook) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 1119287995 |
| -- | (electronic bk. ; |
| -- | oBook) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781119287988 |
| -- | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 1119287987 |
| -- | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| -- | (print) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781119288008 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 1119288002 |
| 029 1# - (OCLC) | |
| OCLC library identifier | AU@ |
| System control number | 000065218959 |
| 029 1# - (OCLC) | |
| OCLC library identifier | CHNEW |
| System control number | 001048827 |
| 029 1# - (OCLC) | |
| OCLC library identifier | CHVBK |
| System control number | 565572261 |
| 037 ## - | |
| -- | CL0501000070 |
| -- | Safari Books Online |
| 082 04 - CLASSIFICATION NUMBER | |
| Call Number | 519.5/42 |
| 100 1# - AUTHOR NAME | |
| Author | Liu, Yan, |
| 245 10 - TITLE STATEMENT | |
| Title | Practical applications of Bayesian reliability / |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | 1 online resource |
| 490 1# - SERIES STATEMENT | |
| Series statement | Wiley series in quality and reliability engineering |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Remark 2 | Basic Concepts of Reliability Engineering -- Basic Concepts of Bayesian Statistics and Models -- Bayesian Computation -- Reliability Distributions (Bayesian Perspective) -- Reliability Demonstration Testing -- Capability and Design for Reliability -- System Reliability Bayesian Model -- Bayesian Hierarchical Model -- Regression Models -- Appendix A Guidance for Installing R, R Studio, JAGS, and rjags -- Appendix B Commonly Used R Commands -- Appendix C Probability Distributions -- Appendix D Jeffreys Prior. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Demonstrates how to solve reliability problems using practical applications of Bayesian models This 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. Practical Applications of Bayesian Reliability 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.-Provides a step-by-step approach for developing advanced reliability models to solve complex problems, and does not require in-depth understanding of statistical methodology -Educates managers on the potential of Bayesian reliability models and associated impact -Introduces commonly used predictive reliability models and advanced Bayesian models based on real life applications -Includes practical guidelines to construct Bayesian reliability models along with computer codes for all of the case studies -JAGS and R codes are provided on an accompanying website to enable practitioners to easily copy them and tailor them to their own applications Practical Applications of Bayesian Reliability 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. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| General subdivision | Statistical methods. |
| 650 #7 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| General subdivision | Applied. |
| 650 #7 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| General subdivision | Probability & Statistics |
| -- | General. |
| 650 #7 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| General subdivision | Statistical methods. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Abeyratne, Athula I., |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://doi.org/10.1002/9781119287995 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 264 #1 - | |
| -- | Hoboken, NJ : |
| -- | Wiley, |
| -- | 2019. |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
| -- | c |
| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
| -- | cr |
| -- | rdacarrier |
| 588 0# - | |
| -- | Online resource; title from PDF title page (John Wiley, viewed March 20, 2019). |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Bayesian statistical decision theory. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Reliability (Engineering) |
| 650 #7 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | MATHEMATICS |
| 650 #7 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | MATHEMATICS |
| 650 #7 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Bayesian statistical decision theory. |
| -- | (OCoLC)fst00829019 |
| 650 #7 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Reliability (Engineering) |
| -- | (OCoLC)fst01093658 |
| 994 ## - | |
| -- | 92 |
| -- | DG1 |
No items available.