In this paper we establish a characterization theorem for a general cl
ass of life-testing models based on a relationship between conditional
expectation and the failure rate function. As a simple application of
the theorem, we characterize the gamma, Weibull, and Gompertz distrib
utions, since they have many probabilistic and statistical properties
useful in both biometry and engineering reliability.