Imputation of missing values in DNA microarray gene expression data

Proceedings - 2004 IEEE Computational Systems Bioinformatics Conference, CSB 2004

Volumn , Issue , 2004, Pages 572-573

  Kim, Hyunsoo ^a   Golub, Gene H ^b   Park, Haesun ^a  

^a University of Minnesota   (United States)

^b Stanford University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN PRINCIPAL COMPONENT ANALYSIS; DNA MICROARRAY; GENE EXPRESSION DATA; LEAST SQUARE FORMULATION;

ALGORITHMS; DATA REDUCTION; GENES; LEAST SQUARES APPROXIMATIONS; MATRIX ALGEBRA; OPTIMIZATION; STATISTICAL METHODS; VECTORS;

DNA;

EID: 14044276332     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (3)

1. A. P. Gasch, M. Huang, S. Metzner, D. Botstein, S. J. Elledge, and P. O. Brown. Genomic expression responses to DNA-damaging agents and the regulatory role of the yeast ATR homolog Mec1p. Mol. Biol. Cell, 12(10):2987-3003, 2001.
2. S. Oba, M. Sato, I. Takemasa, M. Monden, K. Matsubara, and S. Ishii. A Bayesian missing value estimation method for gene expression profile data. Bioinformatics, 19(16):2088-2096, 2003.
3. O. Troyanskaya, M. Cantor, G. Sherlock, P. Brown, T. Hastie, R. Tibshirani, D. Botstein, and R. B. Altman. Missing value estimation methods for DNA microarray. Bioinformatics, 17(6):520-525, 2001.