  This note gives a short review of the statistical issues concerning upper
limit calculation and claiming of discovery arising in the search for exotic
physics with neutrino telescopes. Low sample sizes and significant instrumental
uncertainties require special consideration. Methods for treating instrumental
or theoretical uncertainties in the calculation of limits or discovery are
described. Software implementing these methods is presented. The issue of
optimization of analysis cuts and definition of sensitivity is briefly
discussed.
