What is the expectation maximization algorithm?

The expectation maximization algorithm arises in many computational biology applications that involve probabilistic models. What is it good for, and how does it work?

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Bibliographic Details
Published in:Nature biotechnology Vol. 26; no. 8; pp. 897 - 899
Main Authors: Do, Chuong B, Batzoglou, Serafim
Format: Journal Article
Language:English
Published: New York Nature Publishing Group US 01.08.2008
Nature Publishing Group
Subjects:
Agriculture
Algorithms
Bayes Theorem
Bioinformatics
Biomedical and Life Sciences
Biomedical Engineering/Biotechnology
Biomedicine
Biotechnology
Computational Biology - methods
Life Sciences
Markov Chains
Mathematical models
Models, Statistical
primer
Probability
Research methodology
ISSN:1087-0156, 1546-1696, 1546-1696
Online Access:Get full text
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Description
Summary:The expectation maximization algorithm arises in many computational biology applications that involve probabilistic models. What is it good for, and how does it work?
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ISSN:1087-0156
1546-1696
1546-1696
DOI:10.1038/nbt1406