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Uniform Accuracy of the Maximum Likelihood Estimates for Probabilistic Models of Biological Sequences

✍ Scribed by Svetlana Ekisheva; Mark Borodovsky


Publisher
Springer US
Year
2009
Tongue
English
Weight
371 KB
Volume
13
Category
Article
ISSN
1387-5841

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We show that a non-identifiability problem can occur when one attempts to estimate the degrees of freedom and the unstructured covariance matrix simultaneously in a Gaussian-inverted Wishart model, using the maximum likelihood approach. However, the EM algorithm may falsely converge to give finite e