ArXiv.org · 2001 · 15 citations · 6 references
Natural SciencesMathematicsBayesian Data AnalysisProbability TheoryStatisticsBayesian InferenceBayesian StatisticsConfidence IntervalsProbabilistic ModelingProbability DistributionsStatistical InferenceBayesian Confidence IntervalsBayesian Inference For Poisson ProcessesBayesian Interval EstimationConfidence Interval EstimationConfidence Interval MethodologyFrequentist InterpretationPoisson DistributionPoisson Process Models
Results of numerical procedure of constructing confidence intervals for parameter of the Poisson distribution of signal events in the presence of background events with known value of parameter of Poisson distribution are presented. It is shown that the used procedure has both the Bayesian and frequentist interpretations. Also the possibility to construct a continuous analogue of the Poisson distribution to search the bounds of confidence intervals for the parameter of the Poisson distribution is discussed.
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O. Helene · Nuclear Instruments and Methods in Physics Research · 1983 · 308 citations