  We show that for local alternatives to uniformity which are determined by a
sequence of square integrable densities the moderate deviation (MD) theorem for
the corresponding Neyman-Pearson statistic does not hold in the full range for
all unbounded densities. We give a sufficient condition under which MD theorem
holds. The proof is based on Mogulskii's inequality.
