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Schur properties of convolutions of exponential and geometric random variables

Published: 01 January 1994 Publication History

Abstract

Convolutions of random variables which are either exponential or geometric are studied with respect to majorization of parameter vectors and the likelihood ratio ordering (>=^l^r) of random variables. Let X"@l, ..., X"@l"""n be independent exponential random variables with respective hazards @l"i (means 1/@l"i), i = 1 ..., n. Then if @l = (@l"1, ..., @l"n) >=^m (@l"1"', ..., @l"n"') = @l', it follows that @S"i" "=" "1^nX"@l >=^l^r @S"i" "=" "1^nX"@l"'"1. Similarly if X"p"1, ..., X"p"n are independent geometric random variables with respective parameters p"1, ..., p"n, then p = (p"1, ..., p"n) >=^m(p'"1, ..., p'"n) = p' or log p = (log p"1, ..., log p"n) >= ^m (log p"1, ..., log p"n) = log p' implies @S"i" "=" "1^nX"p"l >= ^l^r @S"i" "=" "1^nX"P"'"""1. Applications of these results are given yielding convenient upper bounds for the hazard rate function of convolutions of exponential (geometric) random variables in terms of those of gamma (negative binomial) distributions. Other applications are also given for a server model, the range of a sample of i.i.d. exponential random variables, and the duration of a multistate component performing in excess of a given level.

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  • (2015)Comparisons of Largest Order Statistics from Multiple-outlier Gamma ModelsMethodology and Computing in Applied Probability10.1007/s11009-013-9377-017:3(617-645)Online publication date: 1-Sep-2015
  • (2012)Stochastic comparisons of largest order statistics from multiple-outlier exponential modelsProbability in the Engineering and Informational Sciences10.1017/S026996481100031326:2(159-182)Online publication date: 1-Apr-2012
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  1. Schur properties of convolutions of exponential and geometric random variables

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    Published In

    cover image Journal of Multivariate Analysis
    Journal of Multivariate Analysis  Volume 48, Issue 1
    Jan. 1994
    168 pages
    ISSN:0047-259X
    Issue’s Table of Contents

    Publisher

    Academic Press, Inc.

    United States

    Publication History

    Published: 01 January 1994

    Author Tags

    1. 62N05
    2. 90B25
    3. Schur convex
    4. convolution
    5. hazard rate order
    6. likelihood ratio order
    7. majorization
    8. stochastic order

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    View all
    • (2015)Power law approximations for radioactive decay chainsApplied Mathematics and Computation10.1016/j.amc.2014.07.048245:C(135-144)Online publication date: 1-Jan-2015
    • (2015)Comparisons of Largest Order Statistics from Multiple-outlier Gamma ModelsMethodology and Computing in Applied Probability10.1007/s11009-013-9377-017:3(617-645)Online publication date: 1-Sep-2015
    • (2012)Stochastic comparisons of largest order statistics from multiple-outlier exponential modelsProbability in the Engineering and Informational Sciences10.1017/S026996481100031326:2(159-182)Online publication date: 1-Apr-2012
    • (2011)Some new results on convolutions of heterogeneous gamma random variablesJournal of Multivariate Analysis10.1016/j.jmva.2011.01.013102:5(958-976)Online publication date: 1-May-2011
    • (2010)Ordering convolutions of heterogeneous exponential and geometric distributions revisitedProbability in the Engineering and Informational Sciences10.1017/S026996481000001X24:3(329-348)Online publication date: 1-Jul-2010
    • (2009)Mean residual life order of convolutions of heterogeneous exponential random variablesJournal of Multivariate Analysis10.1016/j.jmva.2009.02.009100:8(1792-1801)Online publication date: 1-Sep-2009
    • (2005)Stochastic comparisons of order statistics from gamma distributionsJournal of Multivariate Analysis10.1016/j.jmva.2004.01.00993:1(112-121)Online publication date: 1-Mar-2005
    • (2002)On Stochastic Orders for Sums of Independent Random VariablesJournal of Multivariate Analysis10.1006/jmva.2000.198280:2(344-357)Online publication date: 1-Feb-2002

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