Systems of Frequency Distributions for Water and Environmental Engineering

Singh, Vijay P./ Zhang, Lan

Cambridge University Press（2020/11発売）

• 製本 Hardcover:ハードカバー版／ページ数 293 p.
• 言語 ENG
• 商品コード 9781108494649
• DDC分類 551.48011

Full Description

A multitude of processes in hydrology and environmental engineering are either random or entail random components which are characterized by random variables. These variables are described by frequency distributions. This book provides an overview of different systems of frequency distributions, their properties, and applications to the fields of water resources and environmental engineering. A variety of systems are covered, including the Pearson system, Burr system, and systems commonly applied in economics, such as the D'Addario, Dagum, Stoppa, and Esteban systems. The latter chapters focus on the Singh system and the frequency distributions deduced from Bessel functions, maximum entropy theory, and the transformations of random variables. The final chapter introduces the genetic theory of frequency distributions. Using real-world data, this book provides a valuable reference for researchers, graduate students, and professionals interested in frequency analysis.

Contents

Preface; Acknowledgments; 1. Introduction; 2. Pearson system of frequency distributions; 3. Burr system of frequency distributions; 4. D'Addario system of frequency distributions; 5. Dagum system of frequency distributions; 6. Stoppa system of frequency distributions; 7. Esteban system of frequency distributions; 8. Singh system of frequency distributions; 9. Systems of frequency distributions using Bessel function and cumulants; 10. Frequency distributions by entropy maximization; 11. Transformations for frequency distributions; 12. Genetic theory of frequency; Index.