000 01704 a2200229 4500
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020 _a9781108474252
040 _cIIT Kanpur
041 _aeng
082 _a519.240155148
_bZ61c
100 _aZhang, Lan
245 _aCopulas and their applications in water resources engineering
_cLan Zhang and V. P. Singh
260 _bCambridge University Press
_c2019
_aNew York
300 _axiii,603p
520 _aComplex environmental and hydrological processes are characterized by more than one correlated random variable. These events are multivariate and their treatment requires multivariate frequency analysis. Traditional analysis methods are, however, too restrictive and do not apply in many cases. Recent years have therefore witnessed numerous applications of copulas to multivariate hydrologic frequency analyses. This book describes the basic concepts of copulas, and outlines current trends and developments in copula methodology and applications. It includes an accessible discussion of the methods alongside simple step-by-step sample calculations. Detailed case studies with real-world data are included, and are organized based on applications, such as flood frequency analysis and water quality analysis. Illustrating how to apply the copula method to multivariate frequency analysis, engineering design, and risk and uncertainty analysis, this book is ideal for researchers, professionals and graduate students in hydrology and water resources engineering.
650 _aCopulas (Mathematical statistics)
650 _aHydrology -- Mathematics
700 _aSingh, V. P.
942 _cBK
999 _c560739
_d560739