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Tackling limited simulation and small signals
- Source :
- Proceedings of 36th International Cosmic Ray Conference — PoS(ICRC2019).
- Publication Year :
- 2019
- Publisher :
- Sissa Medialab, 2019.
-
Abstract
- We present a new, analytic, Poisson likelihood derived, technique to account for the statistical uncertainties inherent in simulation samples of limited size. This method has better coverage properties than other techniques, is valid for small data samples, and maintains good computational performance.<br />Comment: Proceedings of the 36th International Cosmic Ray Conference (ICRC 2019), Madison, WI, U.S.A
- Subjects :
- High Energy Physics - Experiment (hep-ex)
symbols.namesake
Small data
Computer science
Physics - Data Analysis, Statistics and Probability
symbols
FOS: Physical sciences
Probability and statistics
Poisson distribution
Algorithm
Data Analysis, Statistics and Probability (physics.data-an)
High Energy Physics - Experiment
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Proceedings of 36th International Cosmic Ray Conference — PoS(ICRC2019)
- Accession number :
- edsair.doi.dedup.....f496a8a77778de114e598fda88e35f68