| Issue |
EPJ Web Conf.
Volume 158, 2017
The XXIII International Workshop “High Energy Physics and Quantum Field Theory” (QFTHEP 2017)
|
|
|---|---|---|
| Article Number | 06005 | |
| Number of page(s) | 5 | |
| Section | Detectors and Data Processing for Future Experiments in High Energy Physics | |
| DOI | https://doi.org/10.1051/epjconf/201715806005 | |
| Published online | 24 October 2017 | |
https://doi.org/10.1051/epjconf/201715806005
The evaluation of the systematic uncertainties for the finite MC samples in the presence of negative weights
NRC «Kurchatov Institute» – IHEP, Protvino
⋆ e-mail: Petr.Mandrik@ihep.ru
Published online: 24 October 2017
The analysis of results from HEP experiments often involves the estimates of the composition of the binned data samples, based on Monte Carlo simulations of various sources. Due to a finite statistic of MC samples they have statistical fluctuation. This work proposes the method of incorporating the systematic uncertainties due to finite statistics of MC samples with negative weights. The possible approximations are discussed and the comparison of different methods are presented.
© The authors, published by EDP Sciences, 2017
This is an Open Access article distributed under the terms of the Creative Commons Attribution License 4.0, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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