On an inequality and the related characterization of the gamma distribution

Maia Koicheva

Applications of Mathematics (1993)

  • Volume: 38, Issue: 1, page 11-18
  • ISSN: 0862-7940

Abstract

top
In this paper we derive conditions upon the nonnegative random variable under which the inequality D g ( ξ ) c E g ' ξ 2 ξ holds for a fixed nonnegative constant c and for any absolutely continuous function g . Taking into account the characterization of a Gamma distribution we consider the functional U ξ = sup g D g ξ E g ' ξ 2 ξ and establishing some of its properties we show that U ξ 1 and that U ξ = 1 iff the random variable ξ has a Gamma distribution.

How to cite

top

Koicheva, Maia. "On an inequality and the related characterization of the gamma distribution." Applications of Mathematics 38.1 (1993): 11-18. <http://eudml.org/doc/15732>.

@article{Koicheva1993,
abstract = {In this paper we derive conditions upon the nonnegative random variable under which the inequality $Dg(\xi )\le cE\left[g^\{\prime \}\left(\xi \right)\right]^2\xi $ holds for a fixed nonnegative constant $c$ and for any absolutely continuous function $g$. Taking into account the characterization of a Gamma distribution we consider the functional $U_\xi = \sup _g \frac\{Dg\left(\xi \right)\}\{E\left[g^\{\prime \}\left(\xi \right)\right]^2\xi \}$ and establishing some of its properties we show that $U_\xi \ge 1$ and that $U_\xi =1$ iff the random variable $\xi $ has a Gamma distribution.},
author = {Koicheva, Maia},
journal = {Applications of Mathematics},
keywords = {characterizations; Gamma distribution; characterization of a gamma distribution},
language = {eng},
number = {1},
pages = {11-18},
publisher = {Institute of Mathematics, Academy of Sciences of the Czech Republic},
title = {On an inequality and the related characterization of the gamma distribution},
url = {http://eudml.org/doc/15732},
volume = {38},
year = {1993},
}

TY - JOUR
AU - Koicheva, Maia
TI - On an inequality and the related characterization of the gamma distribution
JO - Applications of Mathematics
PY - 1993
PB - Institute of Mathematics, Academy of Sciences of the Czech Republic
VL - 38
IS - 1
SP - 11
EP - 18
AB - In this paper we derive conditions upon the nonnegative random variable under which the inequality $Dg(\xi )\le cE\left[g^{\prime }\left(\xi \right)\right]^2\xi $ holds for a fixed nonnegative constant $c$ and for any absolutely continuous function $g$. Taking into account the characterization of a Gamma distribution we consider the functional $U_\xi = \sup _g \frac{Dg\left(\xi \right)}{E\left[g^{\prime }\left(\xi \right)\right]^2\xi }$ and establishing some of its properties we show that $U_\xi \ge 1$ and that $U_\xi =1$ iff the random variable $\xi $ has a Gamma distribution.
LA - eng
KW - characterizations; Gamma distribution; characterization of a gamma distribution
UR - http://eudml.org/doc/15732
ER -

References

top
  1. H. Chernoff, 10.1214/aop/1176994428, Ann. Probab. 9 (3) (1981), 533-535. (1981) Zbl0457.60014MR0614640DOI10.1214/aop/1176994428
  2. A. A. Borovkov S. A. Utev, On an inequality and a related characterization of the normal distribution, Theory of Probab. and its Appl. 28 (2) (1983), 219-228. (1983) MR0700206
  3. T. Cacoullos, 10.1214/aop/1176993788, Ann. Probab. 10(1982), 799-809. (1982) Zbl0492.60021MR0659549DOI10.1214/aop/1176993788
  4. T. Cacoullos V. Papathanasiou, 10.1016/0167-7152(85)90014-8, Statistics and Probability Letters 3 (1985), 175-184. (1985) MR0801687DOI10.1016/0167-7152(85)90014-8
  5. L. Chen, 10.1016/0047-259X(82)90022-7, J. Multivariate Anal. 12 (1982), 306-315. (1982) Zbl0483.60011MR0661566DOI10.1016/0047-259X(82)90022-7
  6. B. L. S. Prakasa Rao M. Sreehari, 10.1016/0167-7152(86)90068-4, Statistics and Probability Letters 4 (1986), 209-210. (1986) MR0848719DOI10.1016/0167-7152(86)90068-4
  7. B. L. S. Prakasa Rao M. Sreehari, 10.1111/j.1467-842X.1987.tb00718.x, Aus. J. Statist. 29 (1987), 38-41. (1987) MR0899374DOI10.1111/j.1467-842X.1987.tb00718.x
  8. T. Cacoullos V. Papathanasiou, 10.1016/0167-7152(89)90050-3, Statistics and Probability Letters 7 (5) (1989), 351-356. (1989) MR1001133DOI10.1016/0167-7152(89)90050-3

NotesEmbed ?

top

You must be logged in to post comments.

To embed these notes on your page include the following JavaScript code on your page where you want the notes to appear.

Only the controls for the widget will be shown in your chosen language. Notes will be shown in their authored language.

Tells the widget how many notes to show per page. You can cycle through additional notes using the next and previous controls.

    
                

Note: Best practice suggests putting the JavaScript code just before the closing </body> tag.