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

IntroductionIntroduction Knowledge, Information, and Opinions Ignorance and Uncertainty Aleatory and Epistemic Uncertainties in System Abstraction Characterizing and Modeling Uncertainty Simulation for Uncertainty Analysis and Propagation Simulation Projects Data Description and TreatmentIntroductio...

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Bibliographic Details
Main Author: Ayyub, Bilal M. (Author)
Other Authors: McCuen, Richard H., 1941-
Format: eBook
Language:English
Published: Boca Raton, FL : CRC Press, [2011]
Edition:Third edition.
Subjects:
Online Access:Click for online access
Table of Contents:
  • Front Cover; Contents; Preface; Acknowledgments; Authors; 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; Back Cover.