Efficient maximum likelihood pedigree reconstruction

DOI10.1016/j.tpb.2009.09.002zbMath1403.92135OpenAlexW2073891059WikidataQ47439967 ScholiaQ47439967MaRDI QIDQ1628709

Robert G. Cowell

Publication date: 5 December 2018

Published in: Theoretical Population Biology (Search for Journal in Brave)

Full work available at URL: https://openaccess.city.ac.uk/id/eprint/6014/1/TPB2009.pdf

zbMATH Keywords

maximum likelihoodBayesian networkpedigree reconstruction

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Problems related to evolution (92D15) Genetics and epigenetics (92D10)

Related Items (8)

Exact estimation of multiple directed acyclic graphs ⋮ On the use of dense SNP marker data for the identification of distant relative pairs ⋮ Bayesian pedigree inference with small numbers of single nucleotide polymorphisms via a factor-graph representation ⋮ An information theoretic approach to pedigree reconstruction ⋮ Reconstruction of pedigrees in clonal plant populations ⋮ Improved maximum likelihood reconstruction of complex multi-generational pedigrees ⋮ Reconstruction of pedigrees in clonal plant populations ⋮ On the choice of prior density for the Bayesian analysis of pedigree structure

Cites Work

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• A simulated annealing algorithm for maximum likelihood pedigree reconstruction
• A Bayesian method for the induction of probabilistic networks from data
• Graphical models for genetic analyses
• Probabilistic Networks and Expert Systems
• Probabilistic Expert Systems for Forensic Inference from Genetic Markers
• A gamma model for DNA mixture analyses

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