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An Improved Algorithm for Statistical Alignment of Sequences Related by a Star Tree

✍ Scribed by István Miklós


Publisher
Springer
Year
2002
Tongue
English
Weight
102 KB
Volume
64
Category
Article
ISSN
1522-9602

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✦ Synopsis


The insertion-deletion model developed by Thorne, Kishino and Felsenstein (1991, J. Mol. Evol., 33, 114-124; the TKF91 model) provides a statistical framework of two sequences. The statistical alignment of a set of sequences related by a star tree is a generalization of this model. The known algorithm computes the probability of a set of such sequences in O(l2k) time, where l is the geometric mean of the sequence lengths and k is the number of sequences. An improved algorithm is presented whose running time is only O(2(2k)lk).