Probability Statistics and Reliability for Engineers and Scientists

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Probability Statistics and Reliability for Engineers and Scientists In a technological society, virtually every engineer and scientist needs to be able to collect, analyze, interpret, and properly use vast arrays of data. This means acquiring a solid foundation in the methods of data analysis and synthesis. Understanding the theoretical aspects is important, but learning to properly apply the theory to real-world problems is essential.

Probability, Statistics, and Reliability for Engineers and Scientists, Third Edition introduces the fundamentals of probability, statistics, reliability, and risk methods to engineers and scientists for the purposes of data and uncertainty analysis and modeling in support of decision making.

The third edition of this bestselling text presents probability, statistics, reliability, and risk methods with an ideal balance of theory and applications. Clearly written and firmly focused on the practical use of these methods, it places increased emphasis on simulation, particularly as a modeling tool, applying it progressively with projects that continue in each chapter. This provides a measure of continuity and shows the broad use of simulation as a computational tool to inform decision making processes. This edition also features expanded discussions of the analysis of variance, including single- and two-factor analyses, and a thorough treatment of Monte Carlo simulation. The authors not only clearly establish the limitations, advantages, and disadvantages of each method, but also show that data analysis is a continuum rather than the isolated application of different methods.

Book Description:

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.

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Book – Probability, Statistics, and Reliability for Engineers and Scientists PDF

Author(s): Ayyub, Bilal M.; McCuen, Richard H.

Publisher: CRC Press, Year: 2012

ISBN: 9781439895337


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