Partial least squares dimension reduction for microarray gene expression data with a censored response

Mathematical Biosciences

Volumn 193, Issue 1, 2005, Pages 119-137

  Nguyen, Danh V ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Dimension reduction; DNA Microarray; Gene expression; Partial least squares; Principal components; Proportional hazard regression

Indexed keywords

COMPUTER SIMULATION; DNA; LEAST SQUARES APPROXIMATIONS; PRINCIPAL COMPONENT ANALYSIS; PROBABILITY;

DNA MICROARRAYS; SURVIVAL PROBABILITY;

GENES;

GENE EXPRESSION; STATISTICAL ANALYSIS;

ARTICLE; CANCER SURVIVAL; DNA MICROARRAY; GENE EXPRESSION; METHODOLOGY; PRINCIPAL COMPONENT ANALYSIS; REGRESSION ANALYSIS; SURVIVAL RATE; SURVIVAL TIME; TUMOR CELL;

ALGORITHMS; COMPUTATIONAL BIOLOGY; COMPUTER SIMULATION; GENE EXPRESSION PROFILING; HUMANS; LEAST-SQUARES ANALYSIS; NEOPLASMS; OLIGONUCLEOTIDE ARRAY SEQUENCE ANALYSIS; PRINCIPAL COMPONENT ANALYSIS; PROPORTIONAL HAZARDS MODELS; SURVIVAL ANALYSIS; SURVIVAL RATE;

EID: 12944279216     PISSN: 00255564     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.mbs.2004.10.007     Document Type: Article

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