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Sharp bounds for cumulative distribution functions

Authors: Segura Sala, José Javier;

Sharp bounds for cumulative distribution functions

Abstract

Ratios of integrals can be bounded in terms of ratios of integrands under certain monotonicity conditions. This result, related with L'Hôpital's monotone rule, can be used to obtain sharp bounds for cumulative distribution functions. We consider the case of noncentral cumulative gamma and beta distributions. Three different types of sharp bounds for the noncentral gamma distributions (also called Marcum functions) are obtained in terms of modified Bessel functions and one additional type of function: a second modified Bessel function, two error functions or one incomplete gamma function. For the noncentral beta case the bounds are expressed in terms of Kummer functions and one additional Kummer function or an incomplete beta function. These bounds improve previous results with respect to their range of application and/or its sharpness.

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Spain
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Keywords

incomplete beta functions, cumulative distribution functions, marcum functions, Probability (math.PR), Incomplete beta and gamma functions (error functions, probability integral, Fresnel integrals), Mathematics - Statistics Theory, Statistics Theory (math.ST), Integrals of Riemann, Stieltjes and Lebesgue type, L'Hôpital's rule, 33E20, 33B20, 26D07, 26D15, Mathematics - Classical Analysis and ODEs, Classical Analysis and ODEs (math.CA), FOS: Mathematics, Inequalities; stochastic orderings, Bessel and Airy functions, cylinder functions, \({}_0F_1\), bounds, Mathematics - Probability

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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