Fully baysian unfolding in high energy physics

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989592%3A15310%2F20%3A73604043" target="_blank" >RIV/61989592:15310/20:73604043 - isvavai.cz</a>
Result on the web
<a href="https://www.actaphys.uj.edu.pl/fulltext?series=Reg&vol=51&page=1241" target="_blank" >https://www.actaphys.uj.edu.pl/fulltext?series=Reg&vol=51&page=1241</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.5506/APhysPolB.51.1241" target="_blank" >10.5506/APhysPolB.51.1241</a>

Result language
angličtina
Original language name
Fully baysian unfolding in high energy physics
Original language description
The process of unfolding is a crucial part of many particle physics analyses, representing the correction of measured spectra in data for the finite detector efficiency, acceptance and resolution from the detector to particle or from the particle to parton levels. Compared to other commonly used methods, the Fully Bayesian Unfolding (FBU) returns not only an unfolded value and its uncertainty, but provides the full binned posterior probability density. This study focuses on the dependence of unfolding results on the regularization parameter strength tau applied to different high-energy physics spectra.
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)

Publication year
2020
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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