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Statistical methods in hydrology and hydroclimatology

Record Type:	Electronic resources : Monograph/item
Title/Author:	Statistical methods in hydrology and hydroclimatologyby Rajib Maity.
Author:	Maity, Rajib.
Published:	Singapore :Springer Singapore :2022.
Description:	xix, 436 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	HydrologyStatistical methods.
Online resource:	https://doi.org/10.1007/978-981-16-5517-3
ISBN:	9789811655173$q(electronic bk.)

Statistical methods in hydrology and hydroclimatology
Maity, Rajib.

Statistical methods in hydrology and hydroclimatology[electronic resource] /by Rajib Maity. - Second edition. - Singapore :Springer Singapore :2022. - xix, 436 p. :ill., digital ;24 cm. - Springer transactions in civil and environmental engineering,2363-7641. - Springer transactions in civil and environmental engineering..

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 second edition 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, sample scripts based on MATLAB, Python and R for some examples are also provided to assist the readers to handle real life data. Besides serving as a textbook for graduate courses on stochastic modeling in hydrology and related disciplines, the book offers a valuable resource for researchers and professionals involved in the field of hydrology and climatology.

ISBN: 9789811655173$q(electronic bk.)

Standard No.: 10.1007/978-981-16-5517-3doiSubjects--Topical Terms:

561062
Hydrology
--Statistical methods.

LC Class. No.: GB656.2.S7 / M35 2022

Dewey Class. No.: 624.15

Statistical methods in hydrology and hydroclimatology
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250 $a Second edition.
260 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2022.
300 $a xix, 436 p. : $b ill., digital ; $c 24 cm.
490 1 $a Springer transactions in civil and environmental engineering, $x 2363-7641
505 0 $a 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.
520 $a This second edition 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, sample scripts based on MATLAB, Python and R for some examples are also provided to assist the readers to handle real life data. Besides serving as a textbook for graduate courses on stochastic modeling in hydrology and related disciplines, the book offers a valuable resource for researchers and professionals involved in the field of hydrology and climatology.
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950 $a Engineering (SpringerNature-11647)