The Resource Bayesian Reliability, by Michael S. Hamada, Alyson Wilson, C. Shane Reese, Harry Martz, (electronic resource)

Bayesian Reliability, by Michael S. Hamada, Alyson Wilson, C. Shane Reese, Harry Martz, (electronic resource)

Label
Bayesian Reliability
Title
Bayesian Reliability
Statement of responsibility
by Michael S. Hamada, Alyson Wilson, C. Shane Reese, Harry Martz
Creator
Contributor
Author
Author
Subject
Language
  • eng
  • eng
Summary
Bayesian Reliability presents modern methods and techniques for analyzing reliability data from a Bayesian perspective. The adoption and application of Bayesian methods in virtually all branches of science and engineering have significantly increased over the past few decades. This increase is largely due to advances in simulation-based computational tools for implementing Bayesian methods. The authors extensively use such tools throughout this book, focusing on assessing the reliability of components and systems with particular attention to hierarchical models and models incorporating explanatory variables. Such models include failure time regression models, accelerated testing models, and degradation models. The authors pay special attention to Bayesian goodness-of-fit testing, model validation, reliability test design, and assurance test planning. Throughout the book, the authors use Markov chain Monte Carlo (MCMC) algorithms for implementing Bayesian analyses--algorithms that make the Bayesian approach to reliability computationally feasible and conceptually straightforward. This book is primarily a reference collection of modern Bayesian methods in reliability for use by reliability practitioners. There are more than 70 illustrative examples, most of which utilize real-world data. This book can also be used as a textbook for a course in reliability and contains more than 160 exercises. Noteworthy highlights of the book include Bayesian approaches for the following: Goodness-of-fit and model selection methods Hierarchical models for reliability estimation Fault tree analysis methodology that supports data acquisition at all levels in the tree Bayesian networks in reliability analysis Analysis of failure count and failure time data collected from repairable systems, and the assessment of various related performance criteria < Analysis of nondestructive and destructive degradation data Optimal design of reliability experiments Hierarchical reliability assurance testing Dr. Michael S. Hamada is a Technical Staff Member in the Statistical Sciences Group at Los Alamos National Laboratory and is a Fellow of the American Statistical Association. Dr. Alyson G. Wilson is a Technical Staff Member in the Statistical Sciences Group at Los Alamos National Laboratory. Dr. C. Shane Reese is an Associate Professor in the Department of Statistics at Brigham Young University. Dr. Harry F. Martz is retired from the Statistical Sciences Group at Los Alamos National Laboratory and is a Fellow of the American Statistical Association
Member of
Is Subseries of
http://library.link/vocab/creatorName
Hamada, Michael S
Dewey number
620.0045201519542
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
  • eT-lUJXuhPQ
  • JnNhLmgKV9k
  • v7ttYpDJ1Wg
  • 3Rjy_z0Yt-4
Language note
English
LC call number
  • QA273.A1-274.9
  • QA274-274.9
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Wilson, Alyson.
  • Reese, C. Shane.
  • Martz, Harry.
Series statement
Springer Series in Statistics,
http://library.link/vocab/subjectName
  • Distribution (Probability theory
  • Statistics
  • System safety
  • Mathematical statistics
  • Probability Theory and Stochastic Processes
  • Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences
  • Quality Control, Reliability, Safety and Risk
  • Statistical Theory and Methods
Label
Bayesian Reliability, by Michael S. Hamada, Alyson Wilson, C. Shane Reese, Harry Martz, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and indexes
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
Reliability Concepts -- Bayesian Inference -- Advanced Bayesian Modeling and Computational Methods -- Component Reliability -- System Reliability -- Repairable System Reliability -- Regression Models in Reliability -- Using Degradation Data to Assess Reliability -- Planning for Reliability Data Collection -- Assurance Testing
Dimensions
unknown
Edition
1st ed. 2008.
Extent
1 online resource (449 p.)
Form of item
online
Isbn
9780387779508
Media category
computer
Media type code
c
Other control number
10.1007/978-0-387-77950-8
Specific material designation
remote
System control number
  • (CKB)1000000000491957
  • (EBL)364398
  • (OCoLC)288468936
  • (SSID)ssj0000109313
  • (PQKBManifestationID)11138438
  • (PQKBTitleCode)TC0000109313
  • (PQKBWorkID)10045437
  • (PQKB)11080136
  • (DE-He213)978-0-387-77950-8
  • (MiAaPQ)EBC364398
  • (EXLCZ)991000000000491957
Label
Bayesian Reliability, by Michael S. Hamada, Alyson Wilson, C. Shane Reese, Harry Martz, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and indexes
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
Reliability Concepts -- Bayesian Inference -- Advanced Bayesian Modeling and Computational Methods -- Component Reliability -- System Reliability -- Repairable System Reliability -- Regression Models in Reliability -- Using Degradation Data to Assess Reliability -- Planning for Reliability Data Collection -- Assurance Testing
Dimensions
unknown
Edition
1st ed. 2008.
Extent
1 online resource (449 p.)
Form of item
online
Isbn
9780387779508
Media category
computer
Media type code
c
Other control number
10.1007/978-0-387-77950-8
Specific material designation
remote
System control number
  • (CKB)1000000000491957
  • (EBL)364398
  • (OCoLC)288468936
  • (SSID)ssj0000109313
  • (PQKBManifestationID)11138438
  • (PQKBTitleCode)TC0000109313
  • (PQKBWorkID)10045437
  • (PQKB)11080136
  • (DE-He213)978-0-387-77950-8
  • (MiAaPQ)EBC364398
  • (EXLCZ)991000000000491957

Library Locations

  • Architecture LibraryBorrow it
    Gould Hall 830 Van Vleet Oval Rm. 105, Norman, OK, 73019, US
    35.205706 -97.445050
  • Bizzell Memorial LibraryBorrow it
    401 W. Brooks St., Norman, OK, 73019, US
    35.207487 -97.447906
  • Boorstin CollectionBorrow it
    401 W. Brooks St., Norman, OK, 73019, US
    35.207487 -97.447906
  • Chinese Literature Translation ArchiveBorrow it
    401 W. Brooks St., RM 414, Norman, OK, 73019, US
    35.207487 -97.447906
  • Engineering LibraryBorrow it
    Felgar Hall 865 Asp Avenue, Rm. 222, Norman, OK, 73019, US
    35.205706 -97.445050
  • Fine Arts LibraryBorrow it
    Catlett Music Center 500 West Boyd Street, Rm. 20, Norman, OK, 73019, US
    35.210371 -97.448244
  • Harry W. Bass Business History CollectionBorrow it
    401 W. Brooks St., Rm. 521NW, Norman, OK, 73019, US
    35.207487 -97.447906
  • History of Science CollectionsBorrow it
    401 W. Brooks St., Rm. 521NW, Norman, OK, 73019, US
    35.207487 -97.447906
  • John and Mary Nichols Rare Books and Special CollectionsBorrow it
    401 W. Brooks St., Rm. 509NW, Norman, OK, 73019, US
    35.207487 -97.447906
  • Library Service CenterBorrow it
    2601 Technology Place, Norman, OK, 73019, US
    35.185561 -97.398361
  • Price College Digital LibraryBorrow it
    Adams Hall 102 307 West Brooks St., Norman, OK, 73019, US
    35.210371 -97.448244
  • Western History CollectionsBorrow it
    Monnet Hall 630 Parrington Oval, Rm. 300, Norman, OK, 73019, US
    35.209584 -97.445414
Processing Feedback ...