{"title":"极值统计:基础与应用","authors":"Evangelos Matsinos","doi":"arxiv-2407.00725","DOIUrl":null,"url":null,"abstract":"This study provides a summary of the theory which enables the analysis of\nextreme values, i.e., of measurements acquired from the observation of\nextraordinary/rare physical phenomena. The formalism is developed in a\ntransparent way, tailored to the application to real-world problems. Three\nexamples of the application of the theory are detailed: first, an old problem,\nrelating to the return period of floods caused by the Rh{\\^o}ne river, is\nrevisited; second, the frequency of occurrence and the severity of meteorite\nimpacts on the Earth are examined; the data, which are analysed in the third\nexample, relate to the longevity of supercentenarians.","PeriodicalId":501065,"journal":{"name":"arXiv - PHYS - Data Analysis, Statistics and Probability","volume":"11 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Extreme-value Statistics: Rudiments and applications\",\"authors\":\"Evangelos Matsinos\",\"doi\":\"arxiv-2407.00725\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This study provides a summary of the theory which enables the analysis of\\nextreme values, i.e., of measurements acquired from the observation of\\nextraordinary/rare physical phenomena. The formalism is developed in a\\ntransparent way, tailored to the application to real-world problems. Three\\nexamples of the application of the theory are detailed: first, an old problem,\\nrelating to the return period of floods caused by the Rh{\\\\^o}ne river, is\\nrevisited; second, the frequency of occurrence and the severity of meteorite\\nimpacts on the Earth are examined; the data, which are analysed in the third\\nexample, relate to the longevity of supercentenarians.\",\"PeriodicalId\":501065,\"journal\":{\"name\":\"arXiv - PHYS - Data Analysis, Statistics and Probability\",\"volume\":\"11 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-06-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - PHYS - Data Analysis, Statistics and Probability\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2407.00725\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - PHYS - Data Analysis, Statistics and Probability","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2407.00725","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Extreme-value Statistics: Rudiments and applications
This study provides a summary of the theory which enables the analysis of
extreme values, i.e., of measurements acquired from the observation of
extraordinary/rare physical phenomena. The formalism is developed in a
transparent way, tailored to the application to real-world problems. Three
examples of the application of the theory are detailed: first, an old problem,
relating to the return period of floods caused by the Rh{\^o}ne river, is
revisited; second, the frequency of occurrence and the severity of meteorite
impacts on the Earth are examined; the data, which are analysed in the third
example, relate to the longevity of supercentenarians.