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＜電子ブック＞
Pioneering Works on Extreme Value Theory : In Honor of Masaaki Sibuya / edited by Nobuaki Hoshino, Shuhei Mano, Takaaki Shimura
(JSS Research Series in Statistics. ISSN:23640065)

版	1st ed. 2021.
出版者	(Singapore : Springer Nature Singapore : Imprint: Springer)
出版年	2021
大きさ	IX, 134 p. 28 illus., 2 illus. in color : online resource
著者標目	Hoshino, Nobuaki editor Mano, Shuhei editor Shimura, Takaaki editor SpringerLink (Online service)
件　名	LCSH:Statistics  LCSH:Econometrics FREE:Applied Statistics FREE:Statistical Theory and Methods FREE:Econometrics
一般注記	Chap. 1 Estimation of generalized beta distributions (Authors: Sibuya and Mano) -- Chap. 2 On Some Resampling Procedures with the Empirical Beta Copula (Kiriliouk, Segers and Tsukahara) -- Chap. 3 Regression Analysis for Imbalanced Binary Data: Multi-Dimensional Case (Sei) -- Chap. 4 An Analysis of Extremes: Semiparametric Efficiency in Regression (Ozeki and Doksum) -- Chap. 5 Future Change in Relationships among Extreme Precipitation Statistics Using “d4PDF” (Tanaka) -- Chap. 6 History and Perspectives of Hydrological Frequency Analysis in Japan (Takara) This book presents the state of the art in extreme value theory, with a collection of articles related to a seminal paper on the bivariate extreme value distribution written by Professor Masaaki Sibuya in 1960, demonstrating various developments of the original idea over the last half-century. Written by active researchers, the unique combination of articles allows readers to gain a sense of the excellence of the field, ranging from theory to practice, and the tradition of theoretical developments motivated by practically important issues such as tsunamis and financial crises. The contributions discuss a range of topics, including the parameter estimation of the generalized beta distribution, resampling with the empirical beta copula, and regression analysis on imbalanced binary data, as well as the semiparametric estimation of the upper bound of extrema, the long-term analysis of extreme precipitation over Japanese river basins, and various rules of thumb in hydrology HTTP:URL=https://doi.org/10.1007/978-981-16-0768-4

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