Coagulation-fragmentation duality, Poisson-Dirichlet distributions and random recursive trees

نویسندگان

  • RUI DONG
  • CHRISTINA GOLDSCHMIDT
  • JAMES B. MARTIN
  • J. B. MARTIN
چکیده

In this paper we give a new example of duality between fragmentation and coagulation operators. Consider the space of partitions of mass (i.e., decreasing sequences of nonnegative real numbers whose sum is 1) and the twoparameter family of Poisson–Dirichlet distributions PD(α, θ) that take values in this space. We introduce families of random fragmentation and coagulation operators Fragα and Coagα,θ , respectively, with the following property: if the input to Fragα has PD(α, θ) distribution, then the output has PD(α, θ+1) distribution, while the reverse is true for Coagα,θ . This result may be proved using a subordinator representation and it provides a companion set of relations to those of Pitman between PD(α, θ) and PD(αβ, θ). Repeated application of the Fragα operators gives rise to a family of fragmentation chains. We show that these Markov chains can be encoded naturally by certain random recursive trees, and use this representation to give an alternative and more concrete proof of the coagulation–fragmentation duality.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Dual random fragmentation and coagulation and an application to the genealogy of Yule processes

The purpose of this work is to describe a duality between a fragmentation associated to certain Dirichlet distributions and a natural random coagulation. The dual fragmentation and coalescent chains arising in this setting appear in the description of the genealogy of Yule processes.

متن کامل

Poisson Dirichlet(α, θ)-Bridge Equations and Coagulation-Fragmentation Duality

Abstract: This paper derives distributional properties of a class of exchangeable bridges closely related to the Poisson-Dirichlet (α, θ) family of bridges. As demonstrated in previous works, stochastic equations based on Poisson-Dirichlet (α, θ) processes, play an important role in a variety of applications. Here we focus on their role in obtaining/identifying otherwise difficult distributiona...

متن کامل

Regenerative tree growth: binary self-similar continuum random trees and Poisson-Dirichlet compositions

We use a natural ordered extension of the Chinese Restaurant Process to grow a two-parameter family of binary self-similar continuum fragmentation trees. We provide an explicit embedding of Ford’s sequence of alpha model trees in the continuum tree which we identified in a previous article as a distributional scaling limit of Ford’s trees. In general, the Markov branching trees induced by the t...

متن کامل

Regenerative Tree Growth: Binary Self-similar Continuum Random Trees and Poisson–dirichlet Compositions1 by Jim Pitman

We use a natural ordered extension of the Chinese Restaurant Process to grow a two-parameter family of binary self-similar continuum fragmentation trees. We provide an explicit embedding of Ford’s sequence of alpha model trees in the continuum tree which we identified in a previous article as a distributional scaling limit of Ford’s trees. In general, the Markov branching trees induced by the t...

متن کامل

Coagulation Fragmentation Laws Induced By General Coagulations of Two-Parameter Poisson-Dirichlet Processes

Pitman (1999) describes a duality relationship between fragmentation and coagulation operators. An explicit relationship is described for the two-parameter Poisson-Dirichlet laws, say PD(a, b), with parameters (α, θ) and (β, θ/α), wherein PD(α, θ) is coagulated by PD(β, θ/α) for 0 < α < 1, 0 ≤ β < 1 and −β < θ/α. This remarkable explicit agreement was obtained by combinatorial methods via excha...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2005