Nonparametric Statistics: 3rd ISNPS, Avignon, France, June 2016 (Springer Proceedings in Mathematics & Statistics)
暫譯: 非參數統計:第三屆國際非參數統計研討會,法國阿維尼翁,2016年6月(施普林格數學與統計會議錄)
- 出版商: Springer
- 出版日期: 2019-03-09
- 售價: $6,780
- 貴賓價: 9.5 折 $6,441
- 語言: 英文
- 頁數: 389
- 裝訂: Hardcover
- ISBN: 3319969404
- ISBN-13: 9783319969404
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相關分類:
機率統計學 Probability-and-statistics
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商品描述
This volume presents the latest advances and trends in nonparametric statistics, and gathers selected and peer-reviewed contributions from the 3rd Conference of the International Society for Nonparametric Statistics (ISNPS), held in Avignon, France on June 11-16, 2016. It covers a broad range of nonparametric statistical methods, from density estimation, survey sampling, resampling methods, kernel methods and extreme values, to statistical learning and classification, both in the standard i.i.d. case and for dependent data, including big data.
The International Society for Nonparametric Statistics is uniquely global, and its international conferences are intended to foster the exchange of ideas and the latest advances among researchers from around the world, in cooperation with established statistical societies such as the Institute of Mathematical Statistics, the Bernoulli Society and the International Statistical Institute. The 3rd ISNPS conference in Avignon attracted more than 400 researchers from around the globe, and contributed to the further development and dissemination of nonparametric statistics knowledge.
商品描述(中文翻譯)
本卷介紹了非參數統計的最新進展和趨勢,並匯集了2016年6月11日至16日在法國阿維尼翁舉行的第三屆國際非參數統計學會(ISNPS)會議的選定和經過同行評審的貢獻。內容涵蓋了廣泛的非參數統計方法,包括密度估計、調查取樣、重取樣方法、核方法和極端值,以及統計學習和分類,無論是在標準的獨立同分佈(i.i.d.)情況下,還是對於依賴數據,包括大數據的情況。
國際非參數統計學會具有全球性,其國際會議旨在促進來自世界各地研究人員之間的思想交流和最新進展,並與數學統計學會、伯努利學會和國際統計學會等已建立的統計學會合作。第三屆ISNPS會議在阿維尼翁吸引了來自全球的400多名研究人員,並促進了非參數統計知識的進一步發展和傳播。