Matches in SemOpenAlex for { <https://semopenalex.org/work/W2000534345> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W2000534345 endingPage "012028" @default.
- W2000534345 startingPage "012028" @default.
- W2000534345 abstract "Background properties in experimental particle physics are typically estimated using large data sets. However, different events can exhibit different features because of the quantum mechanical nature of the underlying physics processes. While signal and background fractions in a given data set can be evaluated using a maximum likelihood estimator, the shapes of the corresponding distributions are traditionally obtained using high-statistics control samples, which normally neglects the effect of fluctuations. On the other hand, if it was possible to subtract background using templates that take fluctuations into account, this would be expected to improve the resolution of the observables of interest, and to reduce systematics depending on the analysis. This study is an initial step in this direction. We propose a novel algorithm inspired by the Gibbs sampler that makes it possible to estimate the shapes of signal and background probability density functions from a given collection of particles, using control sample templates as initial conditions and refining them to take into account the effect of fluctuations. Results on Monte Carlo data are presented, and the prospects for future development are discussed." @default.
- W2000534345 created "2016-06-24" @default.
- W2000534345 creator A5067392789 @default.
- W2000534345 date "2013-02-08" @default.
- W2000534345 modified "2023-09-25" @default.
- W2000534345 title "A sampling algorithm to estimate the effect of fluctuations in particle physics data" @default.
- W2000534345 cites W2020999234 @default.
- W2000534345 cites W2042663395 @default.
- W2000534345 cites W2163097950 @default.
- W2000534345 cites W2258584306 @default.
- W2000534345 cites W3100999803 @default.
- W2000534345 doi "https://doi.org/10.1088/1742-6596/410/1/012028" @default.
- W2000534345 hasPublicationYear "2013" @default.
- W2000534345 type Work @default.
- W2000534345 sameAs 2000534345 @default.
- W2000534345 citedByCount "3" @default.
- W2000534345 countsByYear W20005343452014 @default.
- W2000534345 countsByYear W20005343452015 @default.
- W2000534345 countsByYear W20005343452017 @default.
- W2000534345 crossrefType "journal-article" @default.
- W2000534345 hasAuthorship W2000534345A5067392789 @default.
- W2000534345 hasBestOaLocation W20005343451 @default.
- W2000534345 hasConcept C105795698 @default.
- W2000534345 hasConcept C11413529 @default.
- W2000534345 hasConcept C120665830 @default.
- W2000534345 hasConcept C121332964 @default.
- W2000534345 hasConcept C121864883 @default.
- W2000534345 hasConcept C140779682 @default.
- W2000534345 hasConcept C185429906 @default.
- W2000534345 hasConcept C19499675 @default.
- W2000534345 hasConcept C199360897 @default.
- W2000534345 hasConcept C2779843651 @default.
- W2000534345 hasConcept C32848918 @default.
- W2000534345 hasConcept C33923547 @default.
- W2000534345 hasConcept C41008148 @default.
- W2000534345 hasConcept C62520636 @default.
- W2000534345 hasConcept C94915269 @default.
- W2000534345 hasConceptScore W2000534345C105795698 @default.
- W2000534345 hasConceptScore W2000534345C11413529 @default.
- W2000534345 hasConceptScore W2000534345C120665830 @default.
- W2000534345 hasConceptScore W2000534345C121332964 @default.
- W2000534345 hasConceptScore W2000534345C121864883 @default.
- W2000534345 hasConceptScore W2000534345C140779682 @default.
- W2000534345 hasConceptScore W2000534345C185429906 @default.
- W2000534345 hasConceptScore W2000534345C19499675 @default.
- W2000534345 hasConceptScore W2000534345C199360897 @default.
- W2000534345 hasConceptScore W2000534345C2779843651 @default.
- W2000534345 hasConceptScore W2000534345C32848918 @default.
- W2000534345 hasConceptScore W2000534345C33923547 @default.
- W2000534345 hasConceptScore W2000534345C41008148 @default.
- W2000534345 hasConceptScore W2000534345C62520636 @default.
- W2000534345 hasConceptScore W2000534345C94915269 @default.
- W2000534345 hasLocation W20005343451 @default.
- W2000534345 hasLocation W20005343452 @default.
- W2000534345 hasOpenAccess W2000534345 @default.
- W2000534345 hasPrimaryLocation W20005343451 @default.
- W2000534345 hasRelatedWork W2017052259 @default.
- W2000534345 hasRelatedWork W2086649365 @default.
- W2000534345 hasRelatedWork W2266110460 @default.
- W2000534345 hasRelatedWork W2950405812 @default.
- W2000534345 hasRelatedWork W2952509810 @default.
- W2000534345 hasRelatedWork W4200634291 @default.
- W2000534345 hasRelatedWork W4291998002 @default.
- W2000534345 hasRelatedWork W4293574872 @default.
- W2000534345 hasRelatedWork W4298023612 @default.
- W2000534345 hasRelatedWork W4225765802 @default.
- W2000534345 hasVolume "410" @default.
- W2000534345 isParatext "false" @default.
- W2000534345 isRetracted "false" @default.
- W2000534345 magId "2000534345" @default.
- W2000534345 workType "article" @default.