Statistical methods in hydrology and hydroclimatology [electronic resource]

• 作者： Maity, Rajib.
• 其他作者：
  • SpringerLink (Online service)
• 其他題名：
  • Springer transactions in civil and environmental engineering.
• 出版： Singapore : Springer Singapore :Imprint: Springer
• 版本：Second edition.
• 叢書名： Springer transactions in civil and environmental engineering,
• 主題： Hydrology--Statistical methods. , Geoengineering. , Water. , Earth System Sciences. , Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
• ISBN： 9789811655173 (electronic bk.) 、 9789811655166 (paper)
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: 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.
• More
• 摘要註: 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.
• 讀者標籤：

  需登入
• 引用連結：

  Copy Link
• 目前引用數
• Share: