Physics – Data Analysis – Statistics and Probability
Scientific paper
2004-09-27
Physics
Data Analysis, Statistics and Probability
CDF Statistics Committee http://www-cdf.fnal.gov/physics/statistics/ Report, LaTeX, 30 pages, 11 eps files
Scientific paper
We address the common problem of calculating intervals in the presence of systematic uncertainties. We aim to investigate several approaches, but here describe just a Bayesian technique for setting upper limits. The particular example we study is that of inferring the rate of a Poisson process when there are uncertainties on the acceptance and the background. Limit calculating software associated with this work is available in the form of C functions.
Blocker Craig
Conway John
Demortier Luc
Heinrich Joel
Lyons Louis
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