ON THE USE OF ASYMPTOTICS IN DETECTION AND ESTIMATION

We illustrate the importance of a finite dimensionality assumption whe n using functions of asymptotic statistics. We also note that asymptot ic distributions need to converge uniformly to facilitate algebraic ma nipulations. Finally, we point to subtleties in using detection statis tics stemming from the central limit theorem and Taylor series without entering the large deviations regime.