Bioinformatics · 2001 · 30 citations · 7 references
Life SciencesBioinformaticsBiostatisticsGenomicsRecombinationSequence AnalysisBayesian PhylogeneticsDna SequencingSequence AlignmentDivergenceGraphical ModelsMarginal ProbabilityMarkov Chain Monte Carlo InferencePosterior Probability AssessmentRecombination DetectionTree TopologiesWindow Spacing
This paper proposes a graphical method for detecting interspecies recombination in multiple alignments of DNA sequences. A fixed-size window is moved along a given DNA sequence alignment. For every position, the marginal posterior probability over tree topologies is determined by means of a Markov chain Monte Carlo simulation. Two probabilistic divergence measures are plotted along the alignment, and are used to identify recombinant regions. The method is compared with established detection methods on a set of synthetic benchmark sequences and two real-world DNA sequence alignments.
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Introduction to Mathematical Statistics.
Murray Hochberg, Paul G. Hoel · American Mathematical Monthly · 1974 · 763 citations