Statistical Analysis for Civil Engineers
eBook - ePub

Statistical Analysis for Civil Engineers

Mathematical Theory and Applied Experiment Design

  1. 360 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Statistical Analysis for Civil Engineers

Mathematical Theory and Applied Experiment Design

About this book

Statistical Analysis for Civil Engineers: Mathematical Theory and Applied Experiment Design is a well-researched and topically organized reference book that guides its readers, both in academia and industry, to recognize how to describe unpredictable events in a quantitative way and to learn how these events can be incorporated into practical engineering analysis that facilitates data-driven problem solving and optimization-based decision-making.Written by experts in the field with a proven track record as educators and practicing consultancy specialists, this book has been developed in such a manner that it advances understanding of the mathematical theory underlying analytical methodology gradually. It also supports practical application through relevant worked examples in a variety of civil engineering branches, notably structural, materials, transportation, and geotechnical engineering. Through all stages of data analysis, numerical modeling and simulation, and implementation, the volume emphasizes the need to change the current perception with respect to the use of modern statistical techniques in the scientific as well as practical spheres of civil engineering. - Describes and applies numerical modeling for various civil engineering disciplines - Uses MINITAB as a programming language to help readers analyze the results of the worked examples included - Features exercises at the end of each chapter to evaluate acquired knowledge

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Yes, you can access Statistical Analysis for Civil Engineers by Hussam K. Risan,Faiq M.S. Al-Zwainy,Adel A. Al‐Azzawi in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Civil Engineering. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Statistical Analysis for Civil Engineers
  2. 1 Random variables and discrete probability distributions
  3. 2 Continuous and normal probability distributions with data representation
  4. 3 Central limit theorem and confidence interval
  5. 4 T-, Chi-square, and F-distributions and hypothesis testing
  6. 5 Analysis of experiments for civil engineers involving single factor
  7. 6 Correlation
  8. 7 Meta-analysis in civil engineering
  9. 8 Introduction to Monte Carlo simulation in civil engineering
  10. Index