Intertwining of the Wright-Fisher diffusion

Tobiáš Hudec

Kybernetika (2017)

  • Volume: 53, Issue: 4, page 730-746
  • ISSN: 0023-5954

Abstract

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It is known that the time until a birth and death process reaches a certain level is distributed as a sum of independent exponential random variables. Diaconis, Miclo and Swart gave a probabilistic proof of this fact by coupling the birth and death process with a pure birth process such that the two processes reach the given level at the same time. Their coupling is of a special type called intertwining of Markov processes. We apply this technique to couple the Wright-Fisher diffusion with reflection at 0 and a pure birth process. We show that in our coupling the time of absorption of the diffusion is a. s. equal to the time of explosion of the pure birth process. The coupling also allows us to interpret the diffusion as being initially reluctant to get absorbed, but later getting more and more compelled to get absorbed.

How to cite

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Hudec, Tobiáš. "Intertwining of the Wright-Fisher diffusion." Kybernetika 53.4 (2017): 730-746. <http://eudml.org/doc/294664>.

@article{Hudec2017,
abstract = {It is known that the time until a birth and death process reaches a certain level is distributed as a sum of independent exponential random variables. Diaconis, Miclo and Swart gave a probabilistic proof of this fact by coupling the birth and death process with a pure birth process such that the two processes reach the given level at the same time. Their coupling is of a special type called intertwining of Markov processes. We apply this technique to couple the Wright-Fisher diffusion with reflection at $0$ and a pure birth process. We show that in our coupling the time of absorption of the diffusion is a. s. equal to the time of explosion of the pure birth process. The coupling also allows us to interpret the diffusion as being initially reluctant to get absorbed, but later getting more and more compelled to get absorbed.},
author = {Hudec, Tobiáš},
journal = {Kybernetika},
keywords = {intertwining of Markov processes; Wright–Fisher diffusion; pure birth process; time of absorption; coupling},
language = {eng},
number = {4},
pages = {730-746},
publisher = {Institute of Information Theory and Automation AS CR},
title = {Intertwining of the Wright-Fisher diffusion},
url = {http://eudml.org/doc/294664},
volume = {53},
year = {2017},
}

TY - JOUR
AU - Hudec, Tobiáš
TI - Intertwining of the Wright-Fisher diffusion
JO - Kybernetika
PY - 2017
PB - Institute of Information Theory and Automation AS CR
VL - 53
IS - 4
SP - 730
EP - 746
AB - It is known that the time until a birth and death process reaches a certain level is distributed as a sum of independent exponential random variables. Diaconis, Miclo and Swart gave a probabilistic proof of this fact by coupling the birth and death process with a pure birth process such that the two processes reach the given level at the same time. Their coupling is of a special type called intertwining of Markov processes. We apply this technique to couple the Wright-Fisher diffusion with reflection at $0$ and a pure birth process. We show that in our coupling the time of absorption of the diffusion is a. s. equal to the time of explosion of the pure birth process. The coupling also allows us to interpret the diffusion as being initially reluctant to get absorbed, but later getting more and more compelled to get absorbed.
LA - eng
KW - intertwining of Markov processes; Wright–Fisher diffusion; pure birth process; time of absorption; coupling
UR - http://eudml.org/doc/294664
ER -

References

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  2. Diaconis, P., Miclo, L., 10.1007/s10959-009-0234-6, J. Theoret. Probab. 22 (2009), 3, 558-586. MR2530103DOI10.1007/s10959-009-0234-6
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  6. Hudec, T., Absorption Cascades of One-dimensional Diffusions., Master's Thesis, Charles University in Prague, 2016. 
  7. Karlin, S., McGregor, J., 10.2140/pjm.1959.9.1109, Pacific J. Math. 9 (1959), 4, 1109-1140. MR0114247DOI10.2140/pjm.1959.9.1109
  8. Kent, J. T., 10.1214/aop/1176993924, Ann. Probab. 10 (1082), 1, 207-219. MR0637387DOI10.1214/aop/1176993924
  9. Liggett, T. M., 10.1090/gsm/113, American Mathematical Soc., 2010. MR2574430DOI10.1090/gsm/113
  10. Mandl, P., Analytical Treatment of One-dimensional Markov Processes., Springer, 1968. MR0247667
  11. Rogers, L. C. G., Pitman, J. W., 10.1214/aop/1176994363, Ann. Probab. 9 (1981), 4, 573-582. MR0624684DOI10.1214/aop/1176994363
  12. Swart, J. M., Intertwining of birth-and-death processes., Kybernetika 47 (2011), 1, 1-14. MR2807860

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