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Critical Branching Processes in a Random Environment with Immigration: The Size of the Only Surviving Family

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Abstract

We consider a critical branching process \(\{Y_n,\,n\geq0\}\) in an i.i.d. random environment in which one immigrant arrives at each generation. Let \(\mathcal A_i(n)\) be the event that all individuals alive at time \(n\) are offspring of the immigrant which joined the population at time \(i\). We study the conditional distribution of \(Y_n\) given \(\mathcal A_i(n)\) when \(n\) is large and \(i\) follows different asymptotics which may be related to \(n\) (\(i\) fixed, close to \(n\), or going to infinity but far from \(n\)).

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References

  1. V. I. Afanasyev, C. Böinghoff, G. Kersting, and V. A. Vatutin, “Limit theorems for weakly subcritical branching processes in random environment,” J. Theor. Probab. 25 (3), 703–732 (2012).

    Article  MathSciNet  Google Scholar 

  2. V. I. Afanasyev, Ch. Böinghoff, G. Kersting, and V. A. Vatutin, “Conditional limit theorems for intermediately subcritical branching processes in random environment,” Ann. Inst. Henri Poincaré, Probab. Stat. 50 (2), 602–627 (2014).

    Article  MathSciNet  Google Scholar 

  3. V. I. Afanasyev, J. Geiger, G. Kersting, and V. A. Vatutin, “Criticality for branching processes in random environment,” Ann. Probab. 33 (2), 645–673 (2005).

    Article  MathSciNet  Google Scholar 

  4. E. Dyakonova, D. Li, V. Vatutin, and M. Zhang, “Branching processes in a random environment with immigration stopped at zero,” J. Appl. Probab. 57 (1), 237–249 (2020).

    Article  MathSciNet  Google Scholar 

  5. W. Feller, An Introduction to Probability Theory and Its Applications (J. Wiley & Sons, New York, 2008), Vol. 2.

    MATH  Google Scholar 

  6. J. Geiger and G. Kersting, “The survival probability of a critical branching process in a random environment,” Theory Probab. Appl. 45 (3), 517–525 (2001).

    Article  MathSciNet  Google Scholar 

  7. Y. Guivarc’h and Q. Liu, “Propriétés asymptotiques des processus de branchement en environnement aléatoire,” C. R. Acad. Sci., Paris, Sér. I, Math. 332 (4), 339–344 (2001).

    Article  MathSciNet  Google Scholar 

  8. G. Kersting and V. Vatutin, Discrete Time Branching Processes in Random Environment (J. Wiley & Sons, Hoboken, NJ, 2017).

    Book  Google Scholar 

  9. D. Li, V. Vatutin, and M. Zhang, “Subcritical branching processes in random environment with immigration stopped at zero,” J. Theor. Probab. 34 (2), 874–896 (2021); arXiv: 1906.09590 [math.PR].

    Article  MathSciNet  Google Scholar 

  10. N. J. Matzke, “Model selection in historical biogeography reveals that founder-event speciation is a crucial process in island clades,” Syst. Biol. 63 (6), 951–970 (2014).

    Article  Google Scholar 

  11. Ch. Smadi and V. Vatutin, “Critical branching processes in random environment with immigration: Survival of a single family,” Extremes 24 (3), 433–460 (2021).

    Article  MathSciNet  Google Scholar 

  12. V. A. Vatutin and E. E. Dyakonova, “Subcritical branching processes in random environment with immigration: Survival of a single family,” Theory Probab. Appl. 65 (4), 527–544 (2021) [transl. from Teor. Veroyatn. Primen. 65 (4), 671–692 (2020)].

    Article  MathSciNet  Google Scholar 

  13. V. A. Vatutin, E. E. Dyakonova, and S. Sagitov, “Evolution of branching processes in a random environment,” Proc. Steklov Inst. Math. 282, 220–242 (2013) [transl. from Tr. Mat. Inst. Steklova 282, 231–256 (2013)].

    Article  MathSciNet  Google Scholar 

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Acknowledgments

The authors thank the anonymous referee, whose comments helped to eliminate a number of inaccuracies contained in the original version of the paper.

Funding

This work is supported by the Russian Science Foundation under grant 19-11-00111.

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Correspondence to V. A. Vatutin.

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Published in Russian in Trudy Matematicheskogo Instituta imeni V.A. Steklova, 2022, Vol. 316, pp. 355–375 https://doi.org/10.4213/tm4206.

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Vatutin, V.A., Smadi, C. Critical Branching Processes in a Random Environment with Immigration: The Size of the Only Surviving Family. Proc. Steklov Inst. Math. 316, 336–355 (2022). https://doi.org/10.1134/S0081543822010230

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  • DOI: https://doi.org/10.1134/S0081543822010230

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