Statistical Methods in Hydrology and Hydroclimatology

• Main Author: Maity, Rajib (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2018.
• Edition: 1st ed. 2018.
• Series: Springer Transactions in Civil and Environmental Engineering,
• Subjects: Engineering geology.; Engineering-Geology.; Foundations.; Hydraulics.; Hydrology.; Climatology.; Statistics .; Geoengineering, Foundations, Hydraulics.; Hydrology/Water Resources.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.

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...

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.