Title of article :
Estimation of upper limits using a Poisson statistic
Author/Authors :
Narsky، نويسنده , , Ilya، نويسنده ,
Pages :
12
From page :
444
To page :
455
Abstract :
Bayesian, classical, and extended maximum-likelihood approaches to estimation of upper limits in experiments with small numbers of signal events are surveyed. The discussion covers only experiments whose outcomes are well described by a Poisson statistic. A new approach is proposed, based on the statistical significance of a signal rather than on the number of events in the signal region. Application of these techniques is illustrated using a toy model.
Keywords :
Poisson statistic , Extended likelihood , upper limits , Frequentist , Objective Bayesian
Journal title :
Astroparticle Physics
Record number :
2012716
Link To Document :
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