Intertwining of the Wright-Fisher diffusion
Kybernetika, Tome 53 (2017) no. 4, pp. 730-746 Cet article a éte moissonné depuis la source Czech Digital Mathematics Library

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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.
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.
DOI : 10.14736/kyb-2017-4-0730
Classification : 60J27, 60J35, 60J60
Keywords: intertwining of Markov processes; Wright–Fisher diffusion; pure birth process; time of absorption; coupling
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Hudec, Tobiáš. Intertwining of the Wright-Fisher diffusion. Kybernetika, Tome 53 (2017) no. 4, pp. 730-746. doi: 10.14736/kyb-2017-4-0730

[1] Diaconis, P., Fill, J. A.: Strong stationary times via a new form of duality. Ann. Probab. 18 (1990), 4, 1483-1522. | DOI | MR

[2] Diaconis, P., Miclo, L.: On times to quasi-stationarity for birth and death processes. J. Theoret. Probab. 22 (2009), 3, 558-586. | DOI | MR

[3] Ethier, S. N., Kurtz, T. G.: Markov Processes: Characterization and Convergence. John Wiley and Sons, 1986. | DOI | MR

[4] Fill, J. A.: Strong stationary duality for continuous-time markov chains. Part I: Theory. J. Theoret. Probab. 5 (1992), 1, 45-70. | DOI | MR

[5] Fill, J. A., Lyzinski, V.: Strong stationary duality for diffusion processes. J. Theoret. Probab. 29 (2016), 4, 1298-1338. | DOI | MR

[6] Hudec, T.: Absorption Cascades of One-dimensional Diffusions. Master's Thesis, Charles University in Prague, 2016.

[7] Karlin, S., McGregor, J.: Coincidence properties of birth and death processes. Pacific J. Math. 9 (1959), 4, 1109-1140. | DOI | MR

[8] Kent, J. T.: The spectral decomposition of a diffusion hitting time. Ann. Probab. 10 (1082), 1, 207-219. | DOI | MR

[9] Liggett, T. M.: Continuous Time Markov Processes: An Introduction. American Mathematical Soc., 2010. | DOI | MR

[10] Mandl, P.: Analytical Treatment of One-dimensional Markov Processes. Springer, 1968. | MR

[11] Rogers, L. C. G., Pitman, J. W.: Markov functions. Ann. Probab. 9 (1981), 4, 573-582. | DOI | MR

[12] Swart, J. M.: Intertwining of birth-and-death processes. Kybernetika 47 (2011), 1, 1-14. | MR

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