(Ebook) Probability, statistics, and reliability for engineers and scientists by Ayyub, Bilal M.; McCuen, Richard H ISBN 9781439895337, 9781628705744, 1439895333, 1628705744

(Ebook) Probability, statistics, and reliability for engineers and scientists by Ayyub, Bilal M.; McCuen, Richard H ISBN 9781439895337, 9781628705744, 1439895333, 1628705744

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.;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.