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The Resource Bayesian inference for probabilistic risk assessment : a practitioner's guidebook, Dana Kelly (Idaho National Laboratory (INL), PO Box 1625 Idaho Falls, ID 83415-3850 USA), Curtis Smith, (PO Box 1625 Idaho Falls, ID 83415-3850 USA)

Bayesian inference for probabilistic risk assessment : a practitioner's guidebook, Dana Kelly (Idaho National Laboratory (INL), PO Box 1625 Idaho Falls, ID 83415-3850 USA), Curtis Smith, (PO Box 1625 Idaho Falls, ID 83415-3850 USA)

Label
Bayesian inference for probabilistic risk assessment : a practitioner's guidebook
Title
Bayesian inference for probabilistic risk assessment
Title remainder
a practitioner's guidebook
Statement of responsibility
Dana Kelly (Idaho National Laboratory (INL), PO Box 1625 Idaho Falls, ID 83415-3850 USA), Curtis Smith, (PO Box 1625 Idaho Falls, ID 83415-3850 USA)
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Contributor
Author
Subject
Language
eng
Summary
This guide provides a Bayesian foundation for framing probabilistic problems and performing inference on these problems. Inference in the book employs a modern computational approach known as Markov chain Monte Carlo (MCMC). This book uses an open-source program called OpenBUGS (commonly referred to as WinBUGS) to solve the inference problems presented. The authors provide analysis "building blocks" that can be modified, combined, or used as-is to solve a variety of challenging problems. Accompanying most scripts is a graphical Bayesian network illustrating the elements of the script and the overall inference problem being solved. The book also covers the topics of MCMC convergence and Bayesian model checking. --
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Edited summary from book
Cataloging source
CtWfDGI
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Springer series in reliability engineering
Bayesian inference for probabilistic risk assessment : a practitioner's guidebook, Dana Kelly (Idaho National Laboratory (INL), PO Box 1625 Idaho Falls, ID 83415-3850 USA), Curtis Smith, (PO Box 1625 Idaho Falls, ID 83415-3850 USA)
Label
Bayesian inference for probabilistic risk assessment : a practitioner's guidebook, Dana Kelly (Idaho National Laboratory (INL), PO Box 1625 Idaho Falls, ID 83415-3850 USA), Curtis Smith, (PO Box 1625 Idaho Falls, ID 83415-3850 USA)
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Copyright
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Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
txt
Content type MARC source
rdacontent
http://library.link/vocab/cover_art
https://contentcafe2.btol.com/ContentCafe/Jacket.aspx?Return=1&Type=S&Value=9781849961875&userID=ebsco-test&password=ebsco-test
Dimensions
unknown
http://library.link/vocab/discovery_link
{'f': 'http://opac.lib.rpi.edu/record=b4358842'}
Extent
1 online resource
Form of item
online
Isbn
9781849961875
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations
Specific material designation
remote

Library Locations

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      110 8th St, Troy, NY, 12180, US
      42.729766 -73.682577
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