Homogeneity Tests of Weighted Samples and their Application in High Energy Physics

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21340%2F19%3A00335967" target="_blank" >RIV/68407700:21340/19:00335967 - isvavai.cz</a>
Result on the web
<a href="http://gams.fjfi.cvut.cz/spms2019" target="_blank" >http://gams.fjfi.cvut.cz/spms2019</a>
DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Homogeneity Tests of Weighted Samples and their Application in High Energy Physics
Original language description
In high energy physics analyses, it is necessary to verify whether measured data have the same distribution as a simulated Monte Carlo sample. One of the methods that are used for verification is homogeneity testing. Monte Carlo samples are usually weighted and therefore modifications of homogeneity tests must be employed. In ROOT, a C++ framework used by high energy physics community, some homogeneity tests of weighted samples are implemented; however, none of them performs well. Therefore, we implemented different tests in ROOT: Kolmogorov-Smirnov, Cramr-von Mises, and Anderson-Darling. Asymptotic properties of these modified tests are compared in a simulation. Afterward, they are applied to samples from DUNE experiment.
Czech name
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Czech description
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Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Publication year
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of SPMS 2019 - Stochastic and Physical Monitoring Systems
ISBN
978-80-01-06659-1
ISSN
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e-ISSN
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Number of pages
10
Pages from-to
129-138
Publisher name
Česká technika - nakladatelství ČVUT
Place of publication
Praha
Event location
Dobřichovice
Event date
Jun 20, 2019
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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