Finite-n Corrections to Normal Approximation

ABSTRACT

We show that the sampling distribution of a statistic which follows the Central Limit Theorem can be approximated by a Normal distribution, modified according to the statistic's first few moments. One can thus achieve an impressive accuracy even for relatively small samples.