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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Podrobná bibliografie
Vydáno v:	Nature biotechnology Ročník 26; číslo 8; s. 897 - 899
Hlavní autoři:	Do, Chuong B, Batzoglou, Serafim
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York Nature Publishing Group US 01.08.2008 Nature Publishing Group
Témata:	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
On-line přístup:	Získat plný text
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Popis
Shrnutí:	The expectation maximization algorithm arises in many computational biology applications that involve probabilistic models. What is it good for, and how does it work?
Bibliografie:	ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23
ISSN:	1087-0156 1546-1696 1546-1696
DOI:	10.1038/nbt1406