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maity r statistical methods hydrology hydroclimat 2ed 2022

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Textbook in PDF format 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. 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 and Non-parametric Test Regression Analysis and Curve Fitting Multivariate Analysis Time Series Analysis Theory of Copula in Hydrology and Hydroclimatology

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Maity R. Statistical Methods in Hydrology..Hydroclimat. 2ed 2022.pdf 4.3 MB

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maity r statistical methods hydrology hydroclimat 2ed 2022