We place empirical constraints on the physical properties of ray burst events at cosmological distances. In particular we derive probability distributions for the radiation energy , the minimum Lorentz factor , the maximum baryonic mass and the upper bound on the surrounding gas density in the events, based on 169 bursts from the first BATSE catalog. Using peak flux as a distance indicator we probe bursts where the constraints are stronger than average. The resulting variance and skewness of the cosmological probability distributions are calculated in addition to their mean values: $\langle E_\gamma\rangle=4\times 10^{51} h^{-2} {\rm erg}\langle \gamma_{\rm min}\rangle= 5\times 10^2\langle M_{\rm max}\rangle=10^{-5}\xi^{-1} M_\odot\langle (\gamma/\gamma_{\rm min})^{-5} n_{\rm max}\rangle\lsim 10^{2} \xi^{-1}{\rm cm^{-3}}\xi\gamma-$rays. The distribution of burst energies ends at about , close to the binding energy of a neutron star.

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