Statistical methods in hydrology and hydroclimatology / Rajib Maity.
2022
GB656.2.S7 M35 2022eb
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Details
Title
Statistical methods in hydrology and hydroclimatology / Rajib Maity.
Author
Maity, Rajib.
Edition
2nd ed.
ISBN
9789811655173 (electronic bk.)
9811655170 (electronic bk.)
9789811655166
9811655162
9811655170 (electronic bk.)
9789811655166
9811655162
Publication Details
Singapore : Springer, 2022.
Language
English
Description
1 online resource (448 pages)
Item Number
10.1007/978-981-16-5517-3 doi
Call Number
GB656.2.S7 M35 2022eb
Dewey Decimal Classification
624.15
Summary
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.
Bibliography, etc. Note
Includes bibliographical references and index.
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Access limited to authorized users.
Digital File Characteristics
text file
PDF
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed February 4, 2022).
Series
Springer transactions in civil and environmental engineering.
Available in Other Form
Statistical Methods in Hydrology and Hydroclimatology.
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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. ^.
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. ^.