Biology – Quantitative Biology – Populations and Evolution
Scientific paper
2011-03-22
Biology
Quantitative Biology
Populations and Evolution
89 pages: background, informal tutorial, and formal definitions
Scientific paper
We present an extension of Felsenstein's algorithm to indel models defined on entire sequences, without the need to condition on one multiple alignment. The algorithm makes use of a generalization from probabilistic substitution matrices to weighted finite-state transducers. Our approach may equivalently be viewed as a probabilistic formulation of progressive multiple sequence alignment, using partial-order graphs to represent ensemble profiles of ancestral sequences. We present a hierarchical stochastic approximation technique which makes this algorithm tractable for alignment analyses of reasonable size.
Holmes Ian
Lunter Gerton
Paten Benedict
Westesson Oscar
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