Genealogical structures under interactive neutral reproduction: factorial moment duality via a Frankenstein process
Ellen Baake, Fernando Cordero, Hannah Dopmeyer
TLDR
This paper introduces a 'Frankenstein process' to genealogically explain moment duality in a novel interactive Moran model.
Key contributions
- Constructs a novel finite-population Moran model with interactive neutral reproduction.
- Introduces the 'Frankenstein process' to simplify complex ancestral influence graphs.
- Establishes factorial moment duality from a genealogical perspective using the Frankenstein process.
- Derives the diffusion limit moment duality as a natural consequence.
Why it matters
Understanding genealogical structures in interactive populations is crucial for evolutionary biology. This paper provides a novel framework, the 'Frankenstein process,' to bridge the gap between complex genealogies and simpler moment dualities. It offers a new perspective on how population dynamics can be simplified for analysis.
Original Abstract
We establish a genealogical framework for an existing analytical moment duality between a Wright--Fisher type SDE and a counting process with interaction. To achieve this, we construct a finite-population Moran model featuring interactive neutral reproduction as a novel mechanism. In the corresponding events, an individual, regardless of its own type, can only reproduce if a randomly encountered partner is of the ``fit'' type. This Moran model has a relatively simple counting process as its factorial moment dual, whose genealogical meaning appears to be cryptic: after all, the line-counting process of the natural genealogical process of the model, namely the ancestral influence graph (AIG), exhibits a complex hierarchical structure not reflected in the factorial moment dual. Since moment duality is a property in expectation, we are allowed to systematically remove information from the AIG and merge different realizations of the ancestry. We call the result the \emph{Frankenstein process}. Based on this, we establish the factorial moment duality from a genealogical perspective. The moment duality in the diffusion limit follows in a natural way.
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