메뉴 건너뛰기




Volumn 10, Issue 11, 2015, Pages

Outcome-driven cluster analysis with application to microarray data

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; ARTICLE; CLUSTER ANALYSIS; DATA ANALYSIS; GENE CLUSTER; GENE EXPRESSION; GENETIC CORRELATION; HUMAN; MARKOV CHAIN MONTE CARLO ALGORITHM; MATHEMATICAL ANALYSIS; MICROARRAY ANALYSIS; OUTCOME ASSESSMENT; SIMULATION; BIOLOGICAL MODEL; CLASSIFICATION; COMPUTER SIMULATION; DNA MICROARRAY; GENE EXPRESSION PROFILING; GENETICS; INJURY; MARKOV CHAIN; MONTE CARLO METHOD; PROCEDURES; STATISTICAL MODEL; STATISTICS AND NUMERICAL DATA;

EID: 84955506895     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0141874     Document Type: Article
Times cited : (5)

References (20)
  • 1
    • 33750402395 scopus 로고    scopus 로고
    • Survival analysis of longitudinal microarrays
    • 17032680
    • Rajicic N, Finkelstein DM, Schoenfeld DA. Survival analysis of longitudinal microarrays. Bioinformatics. 2006;22(21):2643-2649. PMID: 17032680
    • (2006) Bioinformatics. , vol.22 , Issue.21 , pp. 2643-2649
    • Rajicic, N.1    Finkelstein, D.M.2    Schoenfeld, D.A.3
  • 4
    • 0242634343 scopus 로고    scopus 로고
    • Linking gene expression data with patient survival times using partial least squares
    • 12169539
    • Park PJ, Tian L, Kohane IS. Linking gene expression data with patient survival times using partial least squares. Bioinformatics. 2002;18(suppl 1):S120-S127. doi: 10.1093/bioinformatics/18.suppl 1. S120 PMID: 12169539
    • (2002) Bioinformatics , vol.18 , pp. S120-S127
    • Park, P.J.1    Tian, L.2    Kohane, I.S.3
  • 7
    • 0032269108 scopus 로고    scopus 로고
    • How many clusters? Which clustering method? Answers via model-based cluster analysis
    • Fraley C, Raftery AE. How Many Clusters? Which Clustering Method? Answers Via Model-Based Cluster Analysis. The Computer Journal. 1998;41(8):578-588. doi: 10.1093/comjnl/41.8.578
    • (1998) The Computer Journal , vol.41 , Issue.8 , pp. 578-588
    • Fraley, C.1    Raftery, A.E.2
  • 8
    • 0036188158 scopus 로고    scopus 로고
    • Mixture modelling of gene expression data from microarray experiments
    • 11847075
    • Ghosh D, Chinnaiyan AM. Mixture modelling of gene expression data from microarray experiments. Bioinformatics. 2002;18(2):275-286. doi: 10.1093/bioinformatics/18.2.275 PMID: 11847075
    • (2002) Bioinformatics , vol.18 , Issue.2 , pp. 275-286
    • Ghosh, D.1    Chinnaiyan, A.M.2
  • 10
    • 33747890494 scopus 로고    scopus 로고
    • A Mixture model with random-effects components for clustering correlated gene-expression profiles
    • 16675467
    • Ng SK, McLachlan GJ, Wang K, Ben-Tovim Jones L, Ng SW. A Mixture model with random-effects components for clustering correlated gene-expression profiles. Bioinformatics. 2006;22(14):1745-1752. doi: 10.1093/bioinformatics/btl165 PMID: 16675467
    • (2006) Bioinformatics , vol.22 , Issue.14 , pp. 1745-1752
    • Ng, S.K.1    McLachlan, G.J.2    Wang, K.3    Ben-Tovim Jones, L.4    Ng, S.W.5
  • 12
    • 20444465712 scopus 로고    scopus 로고
    • Bayesian variable selection in clustering high-dimensional data
    • Tadesse MG, Sha N, Vannucci M. Bayesian Variable Selection in Clustering High-Dimensional Data. Journal of the American Statistical Association. 2005;100(470):602-617. doi: 10.1198/016214504000001565
    • (2005) Journal of the American Statistical Association , vol.100 , Issue.470 , pp. 602-617
    • Tadesse, M.G.1    Sha, N.2    Vannucci, M.3
  • 13
    • 42349097591 scopus 로고    scopus 로고
    • Bayesian selection and clustering of polymorphisms in functionally related genes
    • Dunson DB, Herring AH, Engel SM. Bayesian Selection and Clustering of Polymorphisms in Functionally Related Genes. Journal of the American Statistical Association. 2008;103(482):534-546. doi: 10. 1198/016214507000000554
    • (2008) Journal of the American Statistical Association , vol.103 , Issue.482 , pp. 534-546
    • Dunson, D.B.1    Herring, A.H.2    Engel, S.M.3
  • 14
    • 4143134783 scopus 로고    scopus 로고
    • Finding predictive gene groups from microarray data
    • Dettling M, Bühlmann P. Finding predictive gene groups from microarray data. Journal of Multivariate Analysis. 2004;90(1):106-131. doi: 10.1016/j.jmva.2004.02.012
    • (2004) Journal of Multivariate Analysis , vol.90 , Issue.1 , pp. 106-131
    • Dettling, M.1    Bühlmann, P.2
  • 15
    • 0037709918 scopus 로고    scopus 로고
    • Supervised clustering of genes
    • Dettling M, Bühlmann P. Supervised clustering of genes. Genome Biology. 2002;3(12):research0069.1-research0069.15. doi: 10.1186/gb-2002-3-12-research0069
    • (2002) Genome Biology , vol.3 , Issue.12
    • Dettling, M.1    Bühlmann, P.2
  • 16
    • 0035226961 scopus 로고    scopus 로고
    • Supervised harvesting of expression trees
    • Hastie T, Tibshirani R, Botstein D, Brown P. Supervised harvesting of expression trees. Genome Biology. 2001;2(1):research0003.1-research0003.12. doi: 10.1186/gb-2001-2-1-research0003
    • (2001) Genome Biology , vol.2 , Issue.1
    • Hastie, T.1    Tibshirani, R.2    Botstein, D.3    Brown, P.4
  • 17
    • 0037715342 scopus 로고    scopus 로고
    • Simultaneous gene clustering and subset selection for sample classification via MDL
    • 12801870
    • Jornsten R, Yu B. Simultaneous gene clustering and subset selection for sample classification via MDL. Bioinformatics. 2003;19(9):1100-1109. doi: 10.1093/bioinformatics/btg039 PMID: 12801870
    • (2003) Bioinformatics , vol.19 , Issue.9 , pp. 1100-1109
    • Jornsten, R.1    Yu, B.2
  • 18
    • 39849102639 scopus 로고    scopus 로고
    • Simultaneous regression shrinkage, variable selection, and supervised clustering of predictors with OSCAR
    • 17608783
    • Bondell HD, Reich BJ. Simultaneous Regression Shrinkage, Variable Selection, and Supervised Clustering of Predictors with OSCAR. Biometrics. 2008;64(1):115-123. doi: 10.1111/j.1541-0420.2007. 00843.x PMID: 17608783
    • (2008) Biometrics , vol.64 , Issue.1 , pp. 115-123
    • Bondell, H.D.1    Reich, B.J.2
  • 19
    • 33846978784 scopus 로고    scopus 로고
    • Critical review of published microarray studies for cancer outcome and guidelines on statistical analysis and reporting
    • 17227998
    • Dupuy A, Simon RM. Critical Review of Published Microarray Studies for Cancer Outcome and Guidelines on Statistical Analysis and Reporting. Journal of the National Cancer Institute. 2007;99(2):147-157. doi: 10.1093/jnci/djk018 PMID: 17227998
    • (2007) Journal of the National Cancer Institute , vol.99 , Issue.2 , pp. 147-157
    • Dupuy, A.1    Simon, R.M.2
  • 20
    • 84867086419 scopus 로고    scopus 로고
    • Prior distributions for variance parameters in hierarchical models
    • Gelman A. Prior distributions for variance parameters in hierarchical models. Bayesian Analysis. 2006;1:515-34. doi: 10.1214/06-BA117A
    • (2006) Bayesian Analysis , vol.1 , pp. 515-534
    • Gelman, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.