What is the expectation maximization algorithm?

被引：452

作者：

Do, Chuong B. ^{[1
]}

Batzoglou, Serafim ^{[1
]}

机构：

[1] Stanford Univ, Dept Comp Sci, Stanford, CA 94305 USA

来源：

NATURE BIOTECHNOLOGY | 2008年 / 26卷 / 08期

基金：

美国国家科学基金会;

关键词：

D O I：

10.1038/nbt1406

中图分类号：

Q81 [生物工程学（生物技术）]; Q93 [微生物学];

学科分类号：

071005 [微生物学]; 0836 [生物工程]; 090102 [作物遗传育种]; 100705 [微生物与生化药学];

摘要：

引用

页码：897 / 899

页数：3

共 13 条

[1]

A MAXIMIZATION TECHNIQUE OCCURRING IN STATISTICAL ANALYSIS OF PROBABILISTIC FUNCTIONS OF MARKOV CHAINS [J].

BAUM, LE ;

PETRIE, T ;

SOULES, G ;

WEISS, N .

ANNALS OF MATHEMATICAL STATISTICS, 1970, 41 (01) :164-&

[2]

CEPPELLINI R, 1955, ANN HUM GENET, V20, P97

[3]

How does gene expression clustering work? [J].

D'haeseleer, P .

NATURE BIOTECHNOLOGY, 2005, 23 (12) :1499-1501

[4]

MAXIMUM LIKELIHOOD FROM INCOMPLETE DATA VIA EM ALGORITHM [J].

DEMPSTER, AP ;

LAIRD, NM ;

RUBIN, DB .

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-METHODOLOGICAL, 1977, 39 (01) :1-38

[5]

A MODIFIED EXPECTATION MAXIMIZATION ALGORITHM FOR PENALIZED LIKELIHOOD ESTIMATION IN EMISSION TOMOGRAPHY [J].

DEPIERRO, AR .

IEEE TRANSACTIONS ON MEDICAL IMAGING, 1995, 14 (01) :132-137

[6]

RNA SEQUENCE-ANALYSIS USING COVARIANCE-MODELS [J].

EDDY, SR ;

DURBIN, R .

NUCLEIC ACIDS RESEARCH, 1994, 22 (11) :2079-2088

[7]

EXCOFFIER L, 1995, MOL BIOL EVOL, V12, P921

[8]

MAXIMUM LIKELIHOOD ESTIMATION FROM INCOMPLETE DATA [J].

HARTLEY, HO .

BIOMETRICS, 1958, 14 (02) :174-194

[9]

HIDDEN MARKOV-MODELS IN COMPUTATIONAL BIOLOGY - APPLICATIONS TO PROTEIN MODELING [J].

KROGH, A ;

BROWN, M ;

MIAN, IS ;

SJOLANDER, K ;

HAUSSLER, D .

JOURNAL OF MOLECULAR BIOLOGY, 1994, 235 (05) :1501-1531

[10]

AN EXPECTATION MAXIMIZATION (EM) ALGORITHM FOR THE IDENTIFICATION AND CHARACTERIZATION OF COMMON SITES IN UNALIGNED BIOPOLYMER SEQUENCES [J].

LAWRENCE, CE ;

REILLY, AA .

PROTEINS-STRUCTURE FUNCTION AND GENETICS, 1990, 7 (01) :41-51

← 1 2 →