Multivariate Bernstein duality for tournament Wright--Fisher diffusions

We give a probabilistic proof of a multivariate Bernstein duality for a multivariate Wright--Fisher frequency process with selection encoded by a finite tournament. The construction includes nontransitive interactions, such as rock--paper--scissors selection. Its dual is a pure-jump process of coefficient functions in the multinomial Bernstein basis. Selection increases the Bernstein degree through a winner--loser averaging operator, whereas neutral resampling decreases it through a duplication operator. For the proof, we construct a continuous forward process independently of duality, use duality to establish uniqueness, and obtain a weak stochastic differential equation representation and invariance of the simplex faces. This provides a sampling-based treatment of the tournament specialization of multitype Bernstein duality, extending an open problem in the binary Kingman setting of Cordero, Hummel, and Schertzer (2022).

Authors

Publication Details

Journal
arXiv (Cornell University)
Published
2026-11-10
DOI
https://doi.org/10.48550/arxiv.2611.13731
Primary Topic
Stochastic processes and statistical mechanics
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
NOV
preprint

Multivariate Bernstein duality for tournament Wright--Fisher diffusions

Osvaldo Angtuncio Hernández
arXiv (Cornell University)
Stochastic processes and statistical mechanics
preprint

Multivariate Bernstein duality for tournament Wright--Fisher diffusions

Osvaldo Angtuncio Hernández
preprint en

Abstract

We give a probabilistic proof of a multivariate Bernstein duality for a multivariate Wright--Fisher frequency process with selection encoded by a finite tournament. The construction includes nontransitive interactions, such as rock--paper--scissors selection. Its dual is a pure-jump process of coefficient functions in the multinomial Bernstein basis. Selection increases the Bernstein degree through a winner--loser averaging operator, whereas neutral resampling decreases it through a duplication operator. For the proof, we construct a continuous forward process independently of duality, use duality to establish uniqueness, and obtain a weak stochastic differential equation representation and invariance of the simplex faces. This provides a sampling-based treatment of the tournament specialization of multitype Bernstein duality, extending an open problem in the binary Kingman setting of Cordero, Hummel, and Schertzer (2022).

arXiv (Cornell University)
Stochastic processes and statistical mechanics
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon