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Statements

Subject Item
n2:RIV%2F00216305%3A26220%2F14%3APR27933%21RIV15-MSM-26220___
rdf:type
n10:Vysledek skos:Concept
rdfs:seeAlso
http://www.umat.feec.vutbr.cz/software/evdest.html
dcterms:description
When dealing with real (e.g. hydrological) data, extreme values of the measured variables often occur. EVDest 1.0 is a software in which two models for statistical analysis of such data are implemented. Specifically, it uses the block maxima model and the peaks-over-threshold (POT) model. In case of the POT model, two submodels are included. One is suitable for the analysis of independent series and the second one for the analysis of series with dependent observations (a declustering parameter included). Thresholds in the POT model are estimated using graphical methods and the suitability of the probability model is tested using goodness-of-fit tests (Pearson's Chi2 test, Kolmogorov-Smirnov test, Anderson-Darling test). Moreover, the estimation procedure for quantile functions (return levels) estimation is implemented. Hydrological data for testing purposes are included. When dealing with real (e.g. hydrological) data, extreme values of the measured variables often occur. EVDest 1.0 is a software in which two models for statistical analysis of such data are implemented. Specifically, it uses the block maxima model and the peaks-over-threshold (POT) model. In case of the POT model, two submodels are included. One is suitable for the analysis of independent series and the second one for the analysis of series with dependent observations (a declustering parameter included). Thresholds in the POT model are estimated using graphical methods and the suitability of the probability model is tested using goodness-of-fit tests (Pearson's Chi2 test, Kolmogorov-Smirnov test, Anderson-Darling test). Moreover, the estimation procedure for quantile functions (return levels) estimation is implemented. Hydrological data for testing purposes are included.
dcterms:title
EVDest 1.0 EVDest 1.0
skos:prefLabel
EVDest 1.0 EVDest 1.0
skos:notation
RIV/00216305:26220/14:PR27933!RIV15-MSM-26220___
n3:aktivita
n18:S
n3:aktivity
S
n3:dodaniDat
n4:2015
n3:domaciTvurceVysledku
n14:2837633 n14:8030723
n3:druhVysledku
n17:R
n3:duvernostUdaju
n5:S
n3:ekonomickeParametry
Bez ekonomických parametrů.
n3:entitaPredkladatele
n8:predkladatel
n3:idSjednocenehoVysledku
15518
n3:idVysledku
RIV/00216305:26220/14:PR27933
n3:interniIdentifikace
EVDest
n3:jazykVysledku
n16:eng
n3:klicovaSlova
Extreme value distribution, block maxima, peaks over threshold, dependent observations
n3:klicoveSlovo
n15:Extreme%20value%20distribution n15:dependent%20observations n15:peaks%20over%20threshold n15:block%20maxima
n3:kontrolniKodProRIV
[98830D417B87]
n3:licencniPoplatek
n6:N
n3:obor
n12:BB
n3:pocetDomacichTvurcuVysledku
2
n3:pocetTvurcuVysledku
2
n3:rokUplatneniVysledku
n4:2014
n3:technickeParametry
Software byl vytvořen v prostředí Matlab (verze 8.1, R2013b).
n3:tvurceVysledku
Holešovský, Jan Fusek, Michal
n3:vlastnik
n8:vlastnikVysledku
n3:vyuzitiJinymSubjektem
n9:A
n19:organizacniJednotka
26220