DIMENSION REDUCTION OF MICROARRAY GENE EXPRESSION DATA: THE ACCELERATED FAILURE TIME MODEL
نویسندگان
چکیده
منابع مشابه
Dimension reduction for classification with gene expression microarray data.
An important application of gene expression microarray data is classification of biological samples or prediction of clinical and other outcomes. One necessary part of multivariate statistical analysis in such applications is dimension reduction. This paper provides a comparison study of three dimension reduction techniques, namely partial least squares (PLS), sliced inverse regression (SIR) an...
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ژورنال
عنوان ژورنال: Journal of Bioinformatics and Computational Biology
سال: 2009
ISSN: 0219-7200,1757-6334
DOI: 10.1142/s0219720009004412