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Tree structured independence for exponential Brownian functionals

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  • Matsumoto, Hiroyuki
  • Wesolowski, Jacek
  • Witkowski, Piotr

Abstract

The product of GIG and gamma distributions is preserved under the transformation (x,y)|->((x+y)-1,x-1-(x+y)-1). It is also known that this independence property may be reformulated and extended to an analogous property on trees. The purpose of this article is to show the independence property on trees, which was originally derived outside the framework of stochastic processes, in terms of a family of exponential Brownian functionals.

Suggested Citation

  • Matsumoto, Hiroyuki & Wesolowski, Jacek & Witkowski, Piotr, 2009. "Tree structured independence for exponential Brownian functionals," Stochastic Processes and their Applications, Elsevier, vol. 119(10), pages 3798-3815, October.
    • Handle: RePEc:eee:spapps:v:119:y:2009:i:10:p:3798-3815
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    References listed on IDEAS

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    1. Wesolowski, Jacek & Witkowski, Piotr, 2007. "Hitting times of Brownian motion and the Matsumoto-Yor property on trees," Stochastic Processes and their Applications, Elsevier, vol. 117(9), pages 1303-1315, September.
    2. Hélyette Geman & Marc Yor, 1993. "Bessel Processes, Asian Options, And Perpetuities," Mathematical Finance, Wiley Blackwell, vol. 3(4), pages 349-375, October.
    3. Massam, Hélène & Wesolowski, Jacek, 2006. "The Matsumoto-Yor property and the structure of the Wishart distribution," Journal of Multivariate Analysis, Elsevier, vol. 97(1), pages 103-123, January.
    4. Matsumoto, Hiroyuki & Yor, Marc, 2003. "Interpretation via Brownian motion of some independence properties between GIG and gamma variables," Statistics & Probability Letters, Elsevier, vol. 61(3), pages 253-259, February.
    5. Koudou, Angelo Efoévi, 2006. "A link between the Matsumoto-Yor property and an independence property on trees," Statistics & Probability Letters, Elsevier, vol. 76(11), pages 1097-1101, June.
    6. Stirzaker, David, 2005. "Stochastic Processes and Models," OUP Catalogue, Oxford University Press, number 9780198568148.
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    1. Piliszek, Agnieszka & Wesołowski, Jacek, 2016. "Kummer and gamma laws through independences on trees—Another parallel with the Matsumoto–Yor property," Journal of Multivariate Analysis, Elsevier, vol. 152(C), pages 15-27.
    2. Wesołowski, Jacek, 2015. "On the Matsumoto–Yor type regression characterization of the gamma and Kummer distributions," Statistics & Probability Letters, Elsevier, vol. 107(C), pages 145-149.

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