Probability, Statistics, and Reliability for Engineers and Scientists

✍ Scribed by Ayyub, Bilal M.; McCuen, Richard H.

• Publisher: CRC Press
• Year: 2012
• Tongue: English
• Leaves: 657
• Edition: 3
• Category: Library

✦ Synopsis

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 TreatmentIntroduction Classification of Data Graphical Description of Data Histograms and Frequency Diagrams Descriptive Measures Applications Analysis of Simulated Data Simulation Projects Fundamentals of ProbabilityIntroduction Sets, Sample Spaces, and EventsMathematics of Probability Random Variables and Their Proba.  Read more...

✦ 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
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