TY  - BOOK
AU  - Maity,Rajib
ED  - SpringerLink (Online service)
TI  - Statistical Methods in Hydrology and Hydroclimatology
T2  - Springer Transactions in Civil and Environmental Engineering,
SN  - 9789811655173
AV  - GB656.2.S7 
PY  - 2022///
CY  - Singapore
PB  - Springer Nature Singapore, Imprint: Springer
KW  - Engineering geology
KW  - Water
KW  - Hydrology
KW  - Physical geography
KW  - Statistics 
KW  - Geoengineering
KW  - Earth System Sciences
KW  - Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences
KW  - Hydrology -- Statistical methods
N1  - <div>< div=""> 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. </div>^
N2  - 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
UR  - https://doi.org/10.1007/978-981-16-5517-3
ER  -