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Statistical methods in hydrology and hydroclimatology

Maity, Rajib

Additional author Not available

Publisher Springer Nature Singapore Pte Ltd.

Year of publication 2018

Publication place Singapore

Language (eng) English

ISBN 9789811087790

Series Springer transactions in civil and environmental engineering

Edition 1st ed.

Subject

FOUNDATIONS

Note Not available

Abstract This book focuses on the application of statistical methods in the field of hydrology and hydroclimatology. Among the latest theories being used in these fields, the book introduces the theory of copulas and its applications in this context. The purpose is to develop an understanding and illustrate the usefulness of the statistical techniques with detailed theory and numerous worked out examples. Apart from this, MATLAB-based codes and solutions of some worked out examples are also provided to assist the readers to handle real life data. This book presents a comprehensive knowledge of statistical techniques combining the basics of probability and the current advances in stochastic hydrology. Besides serving as a textbook for graduate courses on stochastic modeling in hydrology and related disciplines, the book offers valuable resources for researchers and professionals involved in the field of hydrology and climatology.

Number of pages 1 online resource (xvii, 444 p.)

Dimension Not available

Other description ill. (in color.)

Summary / review / table of contents Introduction --
Basic concepts of Probability and Statistics --
Basic Statistical Properties of Data --
Probability Distributions and Their Applications --
Frequency Analysis, Risk and Uncertainty in Hydroclimatic Analysis --
Hypothesis Testing --
Regression Analysis and Curve fitting --
Multivariate Analysis --
Time Series Analysis --
Theory of Copula in Hydrology and Hydroclimatology.

Copies

Access no.	Call number	Location	Status
01147/20	624.15 Mai S	Online	Available