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Statistical Methods in Hydrology and Hydroclimatology [electronic resource] / by Rajib Maity.

By: Maity, Rajib [author.].
Contributor(s): SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Springer Transactions in Civil and Environmental Engineering: Publisher: Singapore : Springer Nature Singapore : Imprint: Springer, 2018Edition: 1st ed. 2018.Description: XVII, 444 p. 52 illus., 20 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9789811087790.Subject(s): Engineering geology | Water | Hydrology | Climatology | Statistics  | Geoengineering | Water | Climate Sciences | Statistics in Engineering, Physics, Computer Science, Chemistry and Earth SciencesAdditional physical formats: Printed edition:: No title; Printed edition:: No title; Printed edition:: No titleDDC classification: 624.15 Online resources: Click here to access online
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.
In: Springer Nature eBookSummary: 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.
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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.

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.

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