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Bayesian credible interval construction for Poisson statistics
Authors:ZHU Yong-Sheng Institute of High Energy Physics  CAS  Beijing  China
Institution:Institute of High Energy Physics, CAS, Beijing 100049, China
Abstract:The construction of the Bayesian credible(confidence)interval for a Poisson observable including both the signal and background with and without systematic uncertainties is presented.Introducing the conditional probability satisfying the requirement of the background not larger than the observed events to construct the Bayesian credible interval is also discussed.A Fortran routine,BPOCI,has been developed to implement the calculation.
Keywords:Bayesian credible interval  systematic uncertainties  Poisson distribution
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