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The international Muon Ionization Cooling Experiment (MICE) aims todemonstrate muon beam ionization cooling for the first time and constitutes akey part of the R&D towards a future neutrino factory or muon collider. Beamcooling reduces the size of the phase space volume occupied by the beam.Non-parametric density estimation techniques allow very precise calculation ofthe muon beam phase-space density and its increase as a result of cooling.These density estimation techniques are investigated in this paper and appliedin order to estimate the reduction in muon beam size in MICE under variousconditions.

Novel Application of Density Estimation Techniques in Muon Ionization Cooling Experiment