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arxiv: 2007.06697 · v1 · pith:5EIY3WYAnew · submitted 2020-07-13 · 🧮 math.PR · math.ST· q-bio.PE· stat.TH

Species tree estimation under joint modeling of coalescence and duplication: sample complexity of quartet methods

classification 🧮 math.PR math.STq-bio.PEstat.TH
keywords duplicationtreecomplexityestimationgenelossmethodsmodel
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We consider species tree estimation under a standard stochastic model of gene tree evolution that incorporates incomplete lineage sorting (as modeled by a coalescent process) and gene duplication and loss (as modeled by a branching process). Through a probabilistic analysis of the model, we derive sample complexity bounds for widely used quartet-based inference methods that highlight the effect of the duplication and loss rates in both subcritical and supercritical regimes.

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