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A canonical ensemble model for the black hole quantum tunneling radiation is introduced.With this model the probability distribution function corresponding to the emission shell is calculated.Comparing with this function,we investigate the statistical significance of the quantum tunneling radiation spectrum of black holes.Moreover,by calculating the entropy of the emission shell,a discussion about the mechanism of information flowing out from the black hole is given out.