Results on Branching Random Walks and Rumor Processes via Germ Order

ABSTRACT Germ order is a non‐standard stochastic order defined through the comparison of the generating functions of the processes. This order was first introduced for branching random walks with a constant breeding law and independent dispersal of offspring, which are characterized by a one‐dimensional generating function. In this work, we investigate the properties of the extension of this concept to processes characterized by a multidimensional generating function, such as, general branching random walks and rumor processes. In particular, we use germ ordering to characterize the behavior of certain branching random walks and rumor processes with inhomogeneous breeding/transmitting laws.

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Publication Details

Journal
Scandinavian Journal of Statistics
Published
2026-07-16
DOI
https://doi.org/10.1111/sjos.70084
Primary Topic
Stochastic processes and statistical mechanics
Type
article
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article

Results on Branching Random Walks and Rumor Processes via Germ Order

Fabio Zucca, Daniela Bertacchi
Scandinavian Journal of Statistics
Stochastic processes and statistical mechanics
article

Results on Branching Random Walks and Rumor Processes via Germ Order

Fabio Zucca, Daniela Bertacchi
article en

Abstract

ABSTRACT Germ order is a non‐standard stochastic order defined through the comparison of the generating functions of the processes. This order was first introduced for branching random walks with a constant breeding law and independent dispersal of offspring, which are characterized by a one‐dimensional generating function. In this work, we investigate the properties of the extension of this concept to processes characterized by a multidimensional generating function, such as, general branching random walks and rumor processes. In particular, we use germ ordering to characterize the behavior of certain branching random walks and rumor processes with inhomogeneous breeding/transmitting laws.

Scandinavian Journal of Statistics
University of Milano-Bicocca (IT), Politecnico di Milano (IT)
Openalex Percentile: Top 91%
Stochastic processes and statistical mechanics
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