Gaussian Mills ratio is completely monotone
Abstract
Consider the Mills ratio corresponding to the standard Gaussian law, , where is the density function of this law and its cumulative distribution function. We prove that this function is completely monotone. In the proof we obtain a sequence of rational functions that are sharp bounds for ; it turns out that these rational functions are the convergents of the continued fraction defined by , and provide an approximation procedure that allows to prove interesting properties where or its derivatives are involved. As an application we show that is strictly convex.
Keywords
Cite
@article{arxiv.1305.5429,
title = {Gaussian Mills ratio is completely monotone},
author = {Armengol Gasull and Frederic Utzet},
journal= {arXiv preprint arXiv:1305.5429},
year = {2013}
}
Comments
This paper has been withdrawn by the authors due that the results appear in Arpad Baricz. Mills'ratio: Monotonicity patterns and functional inequalities. Journal of Mathematical Analysis and Applications, 340 (2008) 1362-1370 M. R. Sampford. Inequalities on Mill's ratio and related functions, The Annals of Mathematical Statistics, Vol. 24, No. 1 (1953) 130-132