Engineering Data Analysis with MATLAB®
eBook - ePub

Engineering Data Analysis with MATLAB®

  1. 764 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Engineering Data Analysis with MATLAB®

About this book

This book provides a concise overview of a variety of techniques for analyzing statistical, scientific, and financial data, using MATLAB® to integrate several approaches to data analysis and statistics.

The chapters offer a broad review of computational data analysis, illustrated with many examples and applications. Topics range from the basics of data and statistical analysis to more advanced subjects such as probability distributions, descriptive and inferential statistics, parametric and non-parametric tests, correlation, and regression analysis. Each chapter combines theoretical concepts with practical MATLAB® applications and includes practice exercises, ensuring a comprehensive understanding of the material.

With coverage of both basic and more complex ideas in applied statistics, the book has broad appeal for undergraduate students up to practicing engineers.

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Yes, you can access Engineering Data Analysis with MATLAB® by Tanvir Mustafy,Tauhid Rahman,Nafisa Siddiqui in PDF and/or ePUB format, as well as other popular books in Mathematics & Applied Mathematics. We have over one million books available in our catalogue for you to explore.

Information

Publisher
CRC Press
Year
2024
eBook ISBN
9781040016213
Edition
1

Table of contents

  1. Cover
  2. Half-Title
  3. Title
  4. Copyright
  5. Contents
  6. Preface
  7. 1 Getting started
  8. 2 Data types and visualization
  9. 3 Random variable and probability distribution
  10. 4 Discrete probability distribution
  11. 5 Continuous probability distribution
  12. 6 Descriptive statistics
  13. 7 Inferential statistics
  14. 8 Parametric tests
  15. 9 Non-parametric testing
  16. 10 Correlation
  17. 11 Regression
  18. Index