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Phases in the two-color tenable zero-balanced Pólya process

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  • Sparks, Joshua
  • Mahmoud, Hosam M.
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    Abstract

    The Pólya process is obtained by embedding the usual (discrete-time) Pólya urn scheme in continuous time. We study the class of tenable Pólya processes of white and blue balls with zero balance (no change in n, the total number of balls, over time). This class includes the (continuous-time) Ehrenfest process and the (continuous-time) Coupon Collector’s process. We look at the composition of the urn at time tn (dependent on n). We identify a critical phase of tn at the edges of which phase transitions occur. In the subcritical phase, under proper scaling the number of white balls is concentrated around a constant. In the critical phase, we have sufficient variability for an asymptotic normal distribution to be in effect. In this phase, the influence of the initial conditions is still somewhat pronounced. Beyond the critical phase, the urn is very well mixed with an asymptotic normal distribution, in which all initial conditions wither away. The results are obtained by an analytic approach utilizing partial differential equations.

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    Bibliographic Info

    Article provided by Elsevier in its journal Statistics & Probability Letters.

    Volume (Year): 83 (2013)
    Issue (Month): 1 ()
    Pages: 265-271

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    Handle: RePEc:eee:stapro:v:83:y:2013:i:1:p:265-271

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    Related research

    Keywords: Urn; Pólya urn; Pólya process; Phase transition; Partial differential equation;

    References

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    1. Srinivasan Balaji & Hosam Mahmoud, 2006. "Exact and Limiting Distributions in Diagonal Pólya Processes," Annals of the Institute of Statistical Mathematics, Springer, vol. 58(1), pages 171-185, March.
    2. Srinivasan Balaji & Hosam Mahmoud, 2006. "Exact and limiting distributions in diagonal Pólya processes," Annals of the Institute of Statistical Mathematics, Springer, vol. 58(4), pages 813-813, December.
    3. Balaji, Srinivasan & Mahmoud, Hosam M. & Watanabe, Osamu, 2006. "Distributions in the Ehrenfest process," Statistics & Probability Letters, Elsevier, vol. 76(7), pages 666-674, April.
    4. Kholfi, Sanaa & Mahmoud, Hosam M., 2012. "The class of tenable zero-balanced Pólya urns with an initially dominant subset of colors," Statistics & Probability Letters, Elsevier, vol. 82(1), pages 49-57.
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