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020 _a9789811655173
024 7 _a10.1007/978-981-16-5517-3
_2doi
040 _aTR-AnTOB
_beng
_cTR-AnTOB
_erda
041 _aeng
050 4 _aGB656.2.S7
072 7 _aTNC
_2bicssc
072 7 _aSCI042000
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072 7 _aTNC
_2thema
090 _aGB656.2.S7EBK
100 1 _aMaity, Rajib.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
245 1 0 _aStatistical Methods in Hydrology and Hydroclimatology
_h[electronic resource] /
_cby Rajib Maity.
250 _a2nd ed. 2022.
264 1 _aSingapore :
_bSpringer Nature Singapore :
_bImprint: Springer,
_c2022.
300 _a1 online resource
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSpringer Transactions in Civil and Environmental Engineering,
_x2363-7641
505 0 _a<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>^.
520 _aThis 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.
650 0 _aEngineering geology.
650 0 _aWater.
650 0 _aHydrology.
650 0 _aPhysical geography.
650 0 _aStatistics .
650 1 4 _aGeoengineering.
650 2 4 _aWater.
650 2 4 _aEarth System Sciences.
650 2 4 _aStatistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
653 0 _aHydrology -- Statistical methods
710 2 _aSpringerLink (Online service)
830 0 _aSpringer Transactions in Civil and Environmental Engineering,
_x2363-7641
856 4 0 _uhttps://doi.org/10.1007/978-981-16-5517-3
_3Springer eBooks
_zOnline access link to the resource
942 _2lcc
_cEBK