Homogeneity tests in high energy physics

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21340%2F18%3A00325064" target="_blank" >RIV/68407700:21340/18:00325064 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Homogeneity tests in high energy physics
Original language description
Homogeneity tests play a significant role in an analysis of experimental data in the high energy physics. These tests are one way to verify whether measured data and Monte Carlo generated samples come from the same distribution. Monte Carlo samples are weighted, so classical approach can not be used. Therefore, the modification of known homogeneity tests for weighted samples is proposed, namely of Kolmogorov{Smirnov, Anderson{Darling, Cramer-von Mises and Pearson chi-2 test. Asymptotic behaviour of modified tests based on numerical analysis is verified along with the power of test before actual application. Finally, modified tests are applied to data and Monte Carlo samples, which were obtained at DO experiment in Fermilab.
Czech name
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Czech description
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Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
SPMS 2018 - Stochastic and Physical Monitoring Systems, Proceedings of the international conference
ISBN
978-80-01-06501-3
ISSN
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e-ISSN
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Number of pages
7
Pages from-to
89-95
Publisher name
Česká technika - nakladatelství ČVUT
Place of publication
Praha
Event location
Dobřichovice
Event date
Jun 18, 2018
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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