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Pioneering works on extreme value th...

Hoshino, Nobuaki.

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Pioneering works on extreme value theory = in honor of Masaaki Sibuya /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Pioneering works on extreme value theory/ edited by Nobuaki Hoshino, Shuhei Mano, Takaaki Shimura.
其他題名:	in honor of Masaaki Sibuya /
其他作者:	Hoshino, Nobuaki.
出版者:	Singapore :Springer Singapore : : 2021.,
面頁冊數:	ix, 134 p. :ill., digital ;24 cm.
內容註:	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)
Contained By:	Springer Nature eBook
標題:	Extreme value theory. -
電子資源:	https://doi.org/10.1007/978-981-16-0768-4
ISBN:	9789811607684

Pioneering works on extreme value theory = in honor of Masaaki Sibuya /
Pioneering works on extreme value theoryin honor of Masaaki Sibuya /[electronic resource] :edited by Nobuaki Hoshino, Shuhei Mano, Takaaki Shimura. - Singapore :Springer Singapore :2021. - ix, 134 p. :ill., digital ;24 cm. - SpringerBriefs in statistics. JSS research series in statistics. - SpringerBriefs in statistics.JSS research series in statistics..

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.

ISBN: 9789811607684

Standard No.: 10.1007/978-981-16-0768-4doiSubjects--Topical Terms:

646412
Extreme value theory.

LC Class. No.: QA273.6 / .P566 2021

Dewey Class. No.: 519.24

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520 $a 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.
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