Let . Since
integration from zero to gives . Letting and imposing unit total probability gives
The probability density function is positive for because . Consequently the cumulative distribution function is increasing, starts at zero and tends to one. This verifies that the derived normalizing constant defines a probability distribution. The family is the exponential-logarithmic distribution with the complementary mixing parameter .