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.