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Maximum likelihood pedigree reconstruction using integer programming

Published in EPiC series in computing • Jan 23, 2018
Authors:
James Cussens

Abstract

Pedigrees are `family trees' relating groups of individuals which can usefully be seen as Bayesian networks. The problem of finding a maximum likelihood pedigree from genotypic data is encoded as an integer linear programming problem. Two methods of ensuring that pedigrees are acyclic are considered...

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