The friendship paradox for trees

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Authors: Rajat Subhra Hazra, Frank den Hollander, Nelly Litvak, Azadeh Parvaneh
Cited by: 0

Abstract

We analyse the friendship paradox on finite and infinite trees. In particular, we monitor the vertices for which the friendship-bias is positive, neutral and negative, respectively. For an arbitrary finite tree, we show that the number of positive vertices is at least as large as the number of negative vertices, a property we refer to as significance, and derive a lower bound in terms of the branching points in the tree. For an infinite Galton-Watson tree, we compute the densities of the positive and the negative vertices and show that either may dominate the other, depending on the offspring distribution. We also compute the densities of the edges having two given types of vertices at their ends, and give conditions in terms of the offspring distribution under which these types are negatively correlated.

Fields of Study & Subjects

Stochastic processes and statistical mechanics Complex Network Analysis Techniques Game Theory and Applications

Publication details

Journal / source
Electronic Journal of Probability
Volume
31
Issue
none
Pages
1–26
Publication date
1 January 2026
Language
EN