One optional observation inflates $\alpha$ by $100/\sqrt{n}$ per cent
Statistics Theory
2009-05-07 v3 Statistics Theory
Abstract
For one-sample level tests based on independent observations , we prove an asymptotic formula for the actual level of the test rejecting if at least one of the tests would reject. For and usual tests at usual levels , the result is approximately summarized by the title of this paper. Our method of proof, relying on some second order asymptotic statistics as developed by Pfanzagl and Wefelmeyer, might also be useful for proper sequential analysis. A simple and elementary alternative proof is given for in the special case of the Gauss test.
Cite
@article{arxiv.0710.5154,
title = {One optional observation inflates $\alpha$ by $100/\sqrt{n}$ per cent},
author = {Lutz Mattner},
journal= {arXiv preprint arXiv:0710.5154},
year = {2009}
}
Comments
17 pages. Introduction sligthly extended, typos corrected, references linked. To appear in Metrika