Pólya Urns Via the Contraction Method
نویسندگان
چکیده
We propose an approach to analyze the asymptotic behavior of Pólya urns based on the contraction method. For this a combinatorial discrete time embedding of the evolution of the composition of the urn into random rooted trees is used. A decomposition of the trees leads to a system of recursive distributional equations which capture the distributions of the numbers of balls of each color. Ideas from the contraction method are used to study such systems of recursive distributional equations asymptotically. We apply our approach to a couple of concrete Pólya urns that lead to limit laws with normal limit distributions, with non-normal limit distributions and with asymptotic periodic distributional behavior. MSC2010: 60C05, 60F05, 60J05, 68Q25.
منابع مشابه
Fully Analyzing an Algebraic Pólya Urn Model
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-v...
متن کاملExactly Solvable Balanced Tenable Urns with Random Entries via the Analytic Methodology
This paper develops an analytic theory for the study of some Pólya urns with random rules. The idea is to extend the isomorphism theorem in Flajolet et al. (2006), which connects deterministic balanced urns to a differential system for the generating function. The methodology is based upon adaptation of operators and use of a weighted probability generating function. Systems of differential equ...
متن کاملNecklace Processes via Pólya Urns
Mallows and Shepp (2008) developed the following necklace processes. Start with a necklace consisting of one white bead and one black bead, and insert, one at a time, under a deterministic rule, a white bead or a black bead between a randomly chosen adjacent pair. They studied the statistical properties of the number of white beads by investigating the nature of the moments and the expected num...
متن کاملClassification of large Pólya-Eggenberger urns with regard to their asymptotics
This article deals with Pólya generalized urn models with constant balance in any dimension. It is based on the algebraic approach of Pouyanne (2005) and classifies urns having “large” eigenvalues in five classes, depending on their almost sure asymptotics. These classes are described in terms of the spectrum of the urn’s replacement matrix and examples of each case are treated. We study the ca...
متن کاملAnalysis of a Class of Cannibal Urns
In this note we study a class of 2× 2 Pólya-Eggenberger urn models, with ball transition matrix given by M = ( 0 −b c −d ) , for arbitrary parameters b, c ∈ N, assuming the balancing condition d = c+ b. This urn model serves as a stochastic model in biology describing cannibalistic behavior of populations. The special case b = c = 1 and d = 2 was studied by Pittel [16] using asymptotic approxim...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- Combinatorics, Probability & Computing
دوره 23 شماره
صفحات -
تاریخ انتشار 2014