Principled Detection and Upper Limits in Surveys: An Example

Details Principled Detection and Upper Limits in Surveys: An Example Principled Detection and Upper Limits in Surveys: An Example

Jan 2009

adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=2009aas...21321108v&link_type=abstract

American Astronomical Society, AAS Meeting #213, #211.08; Bulletin of the American Astronomical Society, Vol. 41, p.284

Statistics

Computation

Scientific paper

We illustrate the computation of principled detection limits and upper limits in a survey of possible X-ray sources. We use a fully model-based Bayesian method that takes account of uncertainly due to the Poisson nature of the background-contaminated data. The subtle relationship between the choice of detection limit and the resulting upper limits for undetected sources will be discussed.

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