On the distribution of distances in recursive trees

Author:

Dobrow Robert P.

Abstract

Recursive trees have been used to model such things as the spread of epidemics, family trees of ancient manuscripts, and pyramid schemes. A tree Tn with n labeled nodes is a recursive tree if n = 1, or n > 1 and Tn can be constructed by joining node n to a node of some recursive tree Tn–1. For arbitrary nodes i < n in a random recursive tree we give the exact distribution of Xi,n, the distance between nodes i and n. We characterize this distribution as the convolution of the law of Xi,j+1 and n – i – 1 Bernoulli distributions. We further characterize the law of Xi,j+1 as a mixture of sums of Bernoullis. For i = in growing as a function of n, we show that is asymptotically normal in several settings.

Publisher

Cambridge University Press (CUP)

Subject

Statistics, Probability and Uncertainty,General Mathematics,Statistics and Probability

Reference9 articles.

1. Szymanski J. (1990) On the maximum degree and the height of a random recursive tree. In Random Graphs '87. ed. Karonski M. and Rucinski A. pp. 313–324.

2. On the number of terminal vertices in certain random trees with an application to stemma construction in philology

3. Asymptotic Joint Normality of Outdegrees of Nodes in Random Recursive Trees

4. Limiting Distributions for Path Lengths in Recursive Trees

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