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Probability, statistics, and reliability for engineers and scientists / Bilal M. Ayyub, Richard H. McCuen.

By: Contributor(s): Publication details: Boca Raton, FL : CRC Press, ©2011.Edition: 3rd edDescription: xxiii, 639 pages : illustrations ; 26 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9781439809518 (hardcover : alk. paper)
  • 1439809518 (hardcover : alk. paper)
Subject(s): LOC classification:
  • TA330 .A99 2011
Contents:
Chapter 1 -- Introduction; Chapter 2 -- Data Description and Treatment; Chapter 3 -- Fundamentals of Probability; Chapter 4 -- Probability Distributions for Discrete Random Variables; Chapter 5 -- Probability Distributions for Continuous Random Variables; Chapter 6 -- Multiple Random Variables; Chapter 7 -- Simulation; Chapter 8 -- Fundamentals of Statistical Analysis; Chapter 9 -- Hypothesis Testing; Chapter 10 -- Analysis of Variance; Chapter 11 -- Confidence Intervals and Sample Size Determination; Chapter 12 -- Regression Analysis Chapter 13 -- Multiple and Nonlinear Regression AnalysisChapter 14 -- Reliability Analysis of Components; Chapter 15 -- Reliability and Risk Analysis of Systems; Chapter 16 -- Bayesian Methods; appendix A: Probability and Statistics Tables; appendix B: Taylor Series Expansion; appendix C : Data for Simulation Projects; appendix D: Semester Simulation Project.

Includes bibliographical references and index.

Chapter 1 --
Introduction; Chapter 2 --
Data Description and Treatment; Chapter 3 --
Fundamentals of Probability; Chapter 4 --
Probability Distributions for Discrete Random Variables; Chapter 5 --
Probability Distributions for Continuous Random Variables; Chapter 6 --
Multiple Random Variables; Chapter 7 --
Simulation; Chapter 8 --
Fundamentals of Statistical Analysis; Chapter 9 --
Hypothesis Testing; Chapter 10 --
Analysis of Variance; Chapter 11 --
Confidence Intervals and Sample Size Determination; Chapter 12 --
Regression Analysis Chapter 13 --
Multiple and Nonlinear Regression AnalysisChapter 14 --
Reliability Analysis of Components; Chapter 15 --
Reliability and Risk Analysis of Systems; Chapter 16 --
Bayesian Methods; appendix A: Probability and Statistics Tables; appendix B: Taylor Series Expansion; appendix C : Data for Simulation Projects; appendix D: Semester Simulation Project.

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