On the Binning of Atmospheric Neutrino Fluxes near the Horizon in Monte-Carlo Calculations

It is desirable to use a flat detector when computing atmospheric neutrinos with a three dimensional Monte-Carlo technique. We investigate the statistical implications of doing this and evaluate the performance of two modifications to the approach.