The Most Powerful Invariant Test of Normal versus Cauchy with Applications to Stable Alternatives

Abstract

This paper gives a derivation of the most powerful scale and location invariant test of normal versus Cauchy. A simulation study of this test shows that in testing normality versus symmetric stable alternatives it comes closer to being uniformly more powerful than any of five tests previously studied.