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Volumn 21, Issue 23, 2005, Pages 4272-4279

The influence of missing value imputation on detection of differentially expressed genes from microarray data

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COMPLEMENTARY DNA;

EID: 28444441249     PISSN: 13674803     EISSN: 13674811     Source Type: Journal    
DOI: 10.1093/bioinformatics/bti708     Document Type: Article
Times cited : (55)

References (18)
  • 1
    • 13244278004 scopus 로고    scopus 로고
    • Influence of microarrays experiments missing values on the stability of gene groups by hierarchical clustering
    • de Brevern,A.G. et al. (2004) Influence of microarrays experiments missing values on the stability of gene groups by hierarchical clustering. BMC Bioinformatics, 5, 114.
    • (2004) BMC Bioinformatics , vol.5 , pp. 114
    • de Brevern, A.G.1
  • 2
    • 2342646842 scopus 로고    scopus 로고
    • LSimpute: Accurate estimation of missing values in microarray data with least squares methods
    • Bø,T.H. et al. (2004) LSimpute: Accurate estimation of missing values in microarray data with least squares methods. Nucleic Acids Res., 32, e34.
    • (2004) Nucleic Acids Res. , vol.32
    • Bø, T.H.1
  • 3
    • 19344362305 scopus 로고    scopus 로고
    • Prediction of missing values in microarray and use of mixed models to evaluate the predictors
    • Feten,G. et al. (2005) Prediction of missing values in microarray and use of mixed models to evaluate the predictors. Stat. Appl. Genet. Mol. Biol., 4, 10.
    • (2005) Stat. Appl. Genet. Mol. Biol. , vol.4 , pp. 10
    • Feten, G.1
  • 4
    • 0035162698 scopus 로고    scopus 로고
    • Genomic expression responses to DNA-damaging agents and the regulatory role of the yeast ATR homolog Mec1p
    • Gasch,A.P. et al. (2001) Genomic expression responses to DNA-damaging agents and the regulatory role of the yeast ATR homolog Mec1p. Mol. Biol. Cell, 12, 2987-3003.
    • (2001) Mol. Biol. Cell , vol.12 , pp. 2987-3003
    • Gasch, A.P.1
  • 5
    • 0034927555 scopus 로고    scopus 로고
    • Analysis of variance for gene expression microarray data
    • Kerr,M.K. et al. (2000) Analysis of variance for gene expression microarray data. J. Comput. Biol., 7, 819-837.
    • (2000) J. Comput. Biol. , vol.7 , pp. 819-837
    • Kerr, M.K.1
  • 6
    • 0036012367 scopus 로고    scopus 로고
    • Statistical analysis of a gene expression microarray experiment with replication
    • Kerr,M.K. et al. (2002) Statistical analysis of a gene expression microarray experiment with replication. Stat. Sinica, 12, 203-217.
    • (2002) Stat. Sinica , vol.12 , pp. 203-217
    • Kerr, M.K.1
  • 7
    • 13444304426 scopus 로고    scopus 로고
    • Missing value estimation for DNA microarray gene expression data: Local least squares imputation
    • Kim,H. et al. (2005) Missing value estimation for DNA microarray gene expression data: Local least squares imputation. Bioinformatics, 21, 187-198.
    • (2005) Bioinformatics , vol.21 , pp. 187-198
    • Kim, H.1
  • 9
    • 19344371607 scopus 로고    scopus 로고
    • Evaluation of missing value estimation for microarray data
    • Nguyen,D.V. et al. (2004) Evaluation of missing value estimation for microarray data. J. Data Sci., 2, 347-370.
    • (2004) J. Data Sci. , vol.2 , pp. 347-370
    • Nguyen, D.V.1
  • 10
    • 0242643743 scopus 로고    scopus 로고
    • A Bayesian missing value estimation method for gene expression profile data
    • Oba,S. et al. (2003) A Bayesian missing value estimation method for gene expression profile data. Bioinformatics, 19, 2088-2096.
    • (2003) Bioinformatics , vol.19 , pp. 2088-2096
    • Oba, S.1
  • 11
    • 2342426727 scopus 로고    scopus 로고
    • Gaussian mixture clustering and imputation of microarray data
    • Ouyang,M. et al. (2004) Gaussian mixture clustering and imputation of microarray data. Bioinformatics, 20, 917-923.
    • (2004) Bioinformatics , vol.20 , pp. 917-923
    • Ouyang, M.1
  • 12
    • 0003766191 scopus 로고    scopus 로고
    • Morgan Kaufmann Publishers, Inc., San Francisco, CA
    • Pyle,D. (1999) Data Preparation for Data Mining. Morgan Kaufmann Publishers, Inc., San Francisco, CA, pp. 275-297.
    • (1999) Data Preparation for Data Mining , pp. 275-297
    • Pyle, D.1
  • 13
    • 0346605836 scopus 로고    scopus 로고
    • Statistical challenges in functional genomics
    • Sebastiani,P. et al. (2003) Statistical challenges in functional genomics. Stat. Sci., 18, 33-70.
    • (2003) Stat. Sci. , vol.18 , pp. 33-70
    • Sebastiani, P.1
  • 14
    • 0037076272 scopus 로고    scopus 로고
    • Diagnosis of multiple cancer types by shrunken centroids of gene expression
    • Tibshirani,R. et al. (2002) Diagnosis of multiple cancer types by shrunken centroids of gene expression. Proc. Natl Acad. Sci. USA, 99, 6567-6572.
    • (2002) Proc. Natl Acad. Sci. USA , vol.99 , pp. 6567-6572
    • Tibshirani, R.1
  • 15
    • 0034960264 scopus 로고    scopus 로고
    • Missing value estimation methods for cDNA microarrays
    • Troyanskaya,O. et al. (2001) Missing value estimation methods for cDNA microarrays. Bioinformatics, 17, 520-525.
    • (2001) Bioinformatics , vol.17 , pp. 520-525
    • Troyanskaya, O.1
  • 16
    • 0035942271 scopus 로고    scopus 로고
    • Significance analysis of microarrays applied to the ionizing radiation response
    • Tusher,V.G. et al. (2001) Significance analysis of microarrays applied to the ionizing radiation response. Proc. Natl Acad. Sci. USA, 98, 5116-5121.
    • (2001) Proc. Natl Acad. Sci. USA , vol.98 , pp. 5116-5121
    • Tusher, V.G.1
  • 18
    • 0344033642 scopus 로고    scopus 로고
    • Missing-value estimation using linear and non-linear regression with Bayesian gene selection
    • Zhou,X. et al. (2003) Missing-value estimation using linear and non-linear regression with Bayesian gene selection. Bioinformatics, 19, 2302-2307.
    • (2003) Bioinformatics , vol.19 , pp. 2302-2307
    • Zhou, X.1


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