Constraints on distributions imposed by properties of linear forms

Denis Belomestny

ESAIM: Probability and Statistics (2010)

  • Volume: 7, page 313-328
  • ISSN: 1292-8100

Abstract

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Let (X1,Y1),...,(Xm,Ym) be m independent identically distributed bivariate vectors and L1 = β1X1 + ... + βmXm, L2 = β1X1 + ... + βmXm are two linear forms with positive coefficients. We study two problems: under what conditions does the equidistribution of L1 and L2 imply the same property for X1 and Y1, and under what conditions does the independence of L1 and L2 entail independence of X1 and Y1? Some analytical sufficient conditions are obtained and it is shown that in general they can not be weakened.

How to cite

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Belomestny, Denis. "Constraints on distributions imposed by properties of linear forms." ESAIM: Probability and Statistics 7 (2010): 313-328. <http://eudml.org/doc/104310>.

@article{Belomestny2010,
abstract = { Let (X1,Y1),...,(Xm,Ym) be m independent identically distributed bivariate vectors and L1 = β1X1 + ... + βmXm, L2 = β1X1 + ... + βmXm are two linear forms with positive coefficients. We study two problems: under what conditions does the equidistribution of L1 and L2 imply the same property for X1 and Y1, and under what conditions does the independence of L1 and L2 entail independence of X1 and Y1? Some analytical sufficient conditions are obtained and it is shown that in general they can not be weakened. },
author = {Belomestny, Denis},
journal = {ESAIM: Probability and Statistics},
keywords = {Equidistribution; independence; linear forms; characteristic functions.; equidistribution; linear forms; characteristic functions},
language = {eng},
month = {3},
pages = {313-328},
publisher = {EDP Sciences},
title = {Constraints on distributions imposed by properties of linear forms},
url = {http://eudml.org/doc/104310},
volume = {7},
year = {2010},
}

TY - JOUR
AU - Belomestny, Denis
TI - Constraints on distributions imposed by properties of linear forms
JO - ESAIM: Probability and Statistics
DA - 2010/3//
PB - EDP Sciences
VL - 7
SP - 313
EP - 328
AB - Let (X1,Y1),...,(Xm,Ym) be m independent identically distributed bivariate vectors and L1 = β1X1 + ... + βmXm, L2 = β1X1 + ... + βmXm are two linear forms with positive coefficients. We study two problems: under what conditions does the equidistribution of L1 and L2 imply the same property for X1 and Y1, and under what conditions does the independence of L1 and L2 entail independence of X1 and Y1? Some analytical sufficient conditions are obtained and it is shown that in general they can not be weakened.
LA - eng
KW - Equidistribution; independence; linear forms; characteristic functions.; equidistribution; linear forms; characteristic functions
UR - http://eudml.org/doc/104310
ER -

References

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  1. D.B. Belomestny, To the problem of reconstructing the distribution of summands by the distribution of their sum. Theory Probab. Appl. 46 (2001).  
  2. M. Krein, Sur le problème du prolongement des fonctions hermitiennes positives et continues. (French) C. R. (Doklady) Acad. Sci. URSS (N.S.) 26 (1940) 17-22.  Zbl0022.35302
  3. T. Kawata, Fourier analysis in probability theory. Academic Press, New York and London (1972).  Zbl0271.60022
  4. B.Ja. Levin, Distribution of zeros of entire functions. American Mathematical Society, Providence, R.I. (1964) viii+493 pp.  
  5. Yu.V. Linnik, Linear forms and statistical criteria. I, II. (Russian) Ukrain. Mat. Zurnal 5 (1953) 207-243, 247-290.  Zbl0052.36701
  6. I. Marcinkiewicz, Sur une propriété de la loi de Gauss. Mat. Z.44 (1938) 622-638.  
  7. V.V. Petrov, Limit theorems of probability theory. Sequences of independent random variables. Oxford Science Publications. The Clarendon Press, Oxford University Press, New York, Oxford Stud. Probab. 4 (1995) xii+292 pp.  Zbl0826.60001
  8. A.V. Prohorov and N.G. Ushakov, On the problem of reconstructing the distribution of summands by the distribution of their sum. Theory Probab. Appl. 46 (2001).  
  9. N.G. Ushakov, Selected topics in Characteristic functions. VSP, Utrecht and Tokyo (1999).  Zbl0999.60500

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