Skip to main content

Fully Analyzing an Algebraic Pólya Urn Model

  • Conference paper
LATIN 2012: Theoretical Informatics (LATIN 2012)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 7256))

Included in the following conference series:

Abstract

This paper introduces and analyzes a particular class of Pólya urns: balls are of two colors, can only be added (the urns are said to be additive) and at every step the same constant number of balls is added, thus only the color compositions varies (the urns are said to be balanced). These properties make this class of urns ideally suited for analysis from an “analytic combinatorics” point-of-view, following in the footsteps of Flajolet et al. [4]. Through an algebraic generating function to which we apply a multiple coalescing saddle-point method, we are able to give precise asymptotic results for the probability distribution of the composition of the urn, as well as local limit law and large deviation bounds.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Bagchi, A., Pal, A.: Asymptotic Normality in the Generalized Pólya-Eggenberger Urn Model, with an Application to Computer Data Structures. SIAM Journal on Algebraic and Discrete Methods 6(3), 394–405 (1985)

    Article  MathSciNet  MATH  Google Scholar 

  2. Banderier, C., Flajolet, P., Schaeffer, G., Soria, M.: Random Maps, Coalescing Saddles, Singularity Analysis, and Airy Phenomena. Random Structures & Algorithms 19(3/4), 194–246 (2001)

    Article  MathSciNet  MATH  Google Scholar 

  3. Chauvin, B., Pouyanne, N., Sahnoun, R.: Limit Distributions for Large Pólya Urns. Annals of Applied Probability 21(1), 1–32 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  4. Flajolet, P., Dumas, P., Puyhaubert, V.: Some Exactly Solvable Models of Urn Process Theory. Discrete Mathematics & Theoretical Computer Science Proceedings AG, 59–118 (2006)

    Google Scholar 

  5. Flajolet, P., Gabarro, J., Pekari, H.: Analytic Urns. Annals of Probability 33(3), 1200–1233 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  6. Flajolet, P., Sedgewick, R.: Analytic Combinatorics. Cambridge University Press (2009)

    Google Scholar 

  7. Hwang, H.-K., Kuba, M., Panholzer, A.: Analysis of Some Exactly Solvable Diminishing Urn Models. In: 19th Formal Power Series and Algebraic Combinatorics, Tianjin China (2007)

    Google Scholar 

  8. Janson, S.: Functional Limit Theorems for Multitype Branching Processes and Generalized Pólya Urns. Stochastic Processes and their Applications 110, 177–245 (2004)

    Article  MathSciNet  Google Scholar 

  9. Janson, S.: Limit Theorems for Triangular Urn Schemes. Probability Theory Related Fields 134(3), 417–452 (2005)

    Article  MathSciNet  Google Scholar 

  10. Janson, S.: Plane Recursive Trees, Stirling Permutations and an Urn Model. Discrete Mathematics & Theoretical Computer Science Proceedings AI, 541–548 (2008)

    Google Scholar 

  11. Johnson, N.L., Kotz, S.: Urn Models and Their Application. John Wiley & Sons (1977)

    Google Scholar 

  12. Mahmoud, H.: Pólya Urn Models and Connections to Random Trees: A Review. Journal of the Iranian Statistical Society 2, 53–114 (2003)

    Google Scholar 

  13. Mahmoud, H.: Pólya Urn Models. Chapman-Hall/CRC Press (2008)

    Google Scholar 

  14. Morcrette, B.: Combinatoire analytique et modèles d’urnes, Master’s thesis, MPRI - École Normale Supérieure de Cachan, INRIA Rocquencourt (2010)

    Google Scholar 

  15. Panholzer, A., Seitz, G.: Ordered Increasing k-trees: Introduction and Analysis of a Preferential Attachment Network Model. Discrete Mathematics & Theoretical Computer Science Proceedings AM, 549–564 (2010)

    MathSciNet  Google Scholar 

  16. Smythe, R.: Central Limit Theorems for Urn Models. Stochastic Processes and their Applications 65, 115–137 (1996)

    Article  MathSciNet  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2012 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Morcrette, B. (2012). Fully Analyzing an Algebraic Pólya Urn Model. In: Fernández-Baca, D. (eds) LATIN 2012: Theoretical Informatics. LATIN 2012. Lecture Notes in Computer Science, vol 7256. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-29344-3_48

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-29344-3_48

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-29343-6

  • Online ISBN: 978-3-642-29344-3

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics