Penalized Binary Regression for Gene Expression Profiling

Objectives: A typical bioinformatics task in microarray analysis is the classification of biological samples into two alternative categories. A procedure is needed which, based on the expression levels measured, allows us to compute the probability that a new sample belongs to a certain class. Metho...

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Veröffentlicht in:	Methods of information in medicine 2004-01, Vol.43 (5), p.439-444
1. Verfasser:	Schimek, Michae G.
Format:	Artikel
Sprache:	eng
Schlagworte:	Bayes Bayes Theorem Bioinformatics Classification Computational Biology cross-validation Gene Expression Profiling logit regression Oligonucleotide Array Sequence Analysis - classification Oligonucleotide Array Sequence Analysis - statistics & numerical data Original Article penalization Prediction probit regression
Online-Zugang:	Volltext
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