20.500.12556/RUL-77541 Topics in data analysis using R in extreme value theory The Statistical Extreme Value Theory has grown gradually from the beginning of the 20th century. Its unquestionable importance in applications was definitely recognized after Gumbelʼs book in 1958, Statistics of Extremes. Nowadays there is a wide number of applied sciences where extreme value statistics are largely used. So, accurately modeling extreme events has become more and more important and the analysis requires tools that must be simple to use but also should consider complex statistical models in order to produce valid inferences. To deal with accurate, friendly, free and open-source software is of great value for practitioners and researchers. This paper presents a review of the main steps for initializing a data analysis of extreme values in R environment. Some well documented packages are briefly described and two data sets will be considered for illustrating the use of some functions. statistika teorija ekstremnih vrednosti analiza podatkov true false false Fakulteta za družbene vede Angleški jezik Slovenski jezik Delo ni kategorizirano 2015-12-30 12:35:27 2015-12-30 12:35:27 2022-07-24 03:42:46 0000-00-00 00:00:00 2013 0 0 Str. 17-29 no. 1 Vol. 10 2013 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 311:519.2 1854-0023 32231517 215795712 http://www.stat-d.si/mz/mz10.1/Penalva2013.pdf 1 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=77585 Fakulteta za družbene vede Metodološki zvezki 0 0 0