PoS - Proceedings of Science
Volume 395 - 37th International Cosmic Ray Conference (ICRC2021) - GAI - Gamma Ray Indirect
Excess estimation in On/Off measurements including single-event variables
G. D'Amico*, T. Terzić, J. Strišković, M. Doro, M.C. Strzys and J. van Scherpenberg
Full text: pdf
Pre-published on: July 21, 2021
Published on: March 18, 2022
Signal estimation in the presence of background noise is a common problem in many scientific disciplines. An “On/Off” measurement is when the background itself is imprecisely measured, which is the case for instance of observations performed in astronomy. We propose a new method for estimating the signal rate based on the Bayesian formalism. It uses information on single-event variables and their distribution for the signal and background population. Events are thereby weighted according to their likelihood of being a signal or a background event and background suppression can be achieved without performing data selection cuts. Simulating “On/Off” measurements from imaging atmospheric Cherenkov observations, we conclude that this new method is capable of increasing the resolution of the signal estimation, in particular for background dominated observations.
DOI: https://doi.org/10.22323/1.395.0702
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