Skobeltsyn Institute of Nuclear Physics
Lomonosov Moscow State University

Basic principles of the phase space probability method are described. The performance of the method is studied for muon identification in the (depleted) uranium-scintillator calorimeter of the ZEUS detector which is in operation at the electron-proton collider HERA. The method provides lepton identification with high efficiency and low hadron contamination.