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Our method in a nutshell

Bayes factor

Angular separation

Positional uncertainties

Weighting term (mag, colors,etc)

The posterior probability for a match between an X-ray source, i,

and a potential counterpart j

depends on

counterpart sky number density ρs and expected counterpart fraction ηx