-
1
-
-
0034730140
-
Singular value decomposition for genome-wide expression data processing and modeling
-
Alter O, Brown P, Botstein D. Singular value decomposition for genome-wide expression data processing and modeling. Proceedings of the National Academy of Science 2000, 97:10101-10106.
-
(2000)
Proceedings of the National Academy of Science
, vol.97
, pp. 10101-10106
-
-
Alter, O.1
Brown, P.2
Botstein, D.3
-
2
-
-
0038217829
-
Vector algebra in the analysis of genome-wide expression data
-
Kuruvilla F, Park P, Schreiber S. Vector algebra in the analysis of genome-wide expression data. Genome Biol Epub 2002, 3(3):RESEARCH0011.1-11.
-
(2002)
Genome Biol Epub
, vol.3
, Issue.3
-
-
Kuruvilla, F.1
Park, P.2
Schreiber, S.3
-
3
-
-
19544391863
-
A web-based tool for principal component and significance analysis of microarray data
-
10.1093/bioinformatics/bti343, 15734774
-
Sharov A, Dudekula D, Ko M. A web-based tool for principal component and significance analysis of microarray data. Bioinformatics 2005, 21(10):2548-9. 10.1093/bioinformatics/bti343, 15734774.
-
(2005)
Bioinformatics
, vol.21
, Issue.10
, pp. 2548-2549
-
-
Sharov, A.1
Dudekula, D.2
Ko, M.3
-
4
-
-
34447120314
-
Visualization and analysis of molecular data
-
Scholz M, Selbig J. Visualization and analysis of molecular data. Methods Mol Biol 2005, 358:87-104.
-
(2005)
Methods Mol Biol
, vol.358
, pp. 87-104
-
-
Scholz, M.1
Selbig, J.2
-
8
-
-
1542784498
-
Variable selection via nonconcave penalized likelihood and its oracle properties
-
Fan J, Li R. Variable selection via nonconcave penalized likelihood and its oracle properties. Journal American Statistical Association 2001, 96:1348-1360.
-
(2001)
Journal American Statistical Association
, vol.96
, pp. 1348-1360
-
-
Fan, J.1
Li, R.2
-
9
-
-
84888279847
-
A new random-effect model for sparse variable selection
-
Lee Y, Oh H. A new random-effect model for sparse variable selection. Submitted for publication
-
Submitted for publication
-
-
Lee, Y.1
Oh, H.2
-
11
-
-
66549088006
-
On consistency and sparsity for principal components analysis in high dimensions
-
Johnstone I, Lu A. On consistency and sparsity for principal components analysis in high dimensions. Journal of American Statistical Association 2009, 104:682-693.
-
(2009)
Journal of American Statistical Association
, vol.104
, pp. 682-693
-
-
Johnstone, I.1
Lu, A.2
-
12
-
-
0034069495
-
Gene ontology: tool for the unification of biology
-
10.1038/75556, 10802651
-
Consortium GO. Gene ontology: tool for the unification of biology. Nature Genetics 2000, 25:25-29. 10.1038/75556, 10802651.
-
(2000)
Nature Genetics
, vol.25
, pp. 25-29
-
-
Consortium, G.O.1
-
13
-
-
0034704222
-
Nonlinear dimensionality reduction by locally linear embedding
-
10.1126/science.290.5500.2323, 11125150
-
Roweis S, Saul L. Nonlinear dimensionality reduction by locally linear embedding. Science 2000, 290:2323-2326. 10.1126/science.290.5500.2323, 11125150.
-
(2000)
Science
, vol.290
, pp. 2323-2326
-
-
Roweis, S.1
Saul, L.2
-
15
-
-
34547903866
-
Discovering gene expression patterns in time course microarray experiments by ANOVA-SCA
-
10.1093/bioinformatics/btm251, 17519250
-
Nueda M, Conesa A, Westerhuis J, Hoefsloot H, Smilde A, Talon M, Ferrer A. Discovering gene expression patterns in time course microarray experiments by ANOVA-SCA. Bioinformatics 2007, 23:1792-1800. 10.1093/bioinformatics/btm251, 17519250.
-
(2007)
Bioinformatics
, vol.23
, pp. 1792-1800
-
-
Nueda, M.1
Conesa, A.2
Westerhuis, J.3
Hoefsloot, H.4
Smilde, A.5
Talon, M.6
Ferrer, A.7
-
16
-
-
0002626016
-
Singular value decomposition and least squares solutions
-
New York: Springer-Verlag, Householder A, Bauer F
-
Golub G, Reinsch C. Singular value decomposition and least squares solutions. Handbook for Automatic Computation II: Linear Algebra 1971, New York: Springer-Verlag, Householder A, Bauer F.
-
(1971)
Handbook for Automatic Computation II: Linear Algebra
-
-
Golub, G.1
Reinsch, C.2
-
17
-
-
0004151494
-
Matrix analysis
-
Cambridge: Cambridge university press
-
Horn R, Johnson C. Matrix analysis. 1985, Cambridge: Cambridge university press.
-
(1985)
-
-
Horn, R.1
Johnson, C.2
-
18
-
-
18444418008
-
Modelling association between two irregularly observed spatiotemporal processes by using maximum covariance analysis
-
Salim A, Pawitan Y, Bond K. Modelling association between two irregularly observed spatiotemporal processes by using maximum covariance analysis. Applied statistics 2005, 54:555-573.
-
(2005)
Applied statistics
, vol.54
, pp. 555-573
-
-
Salim, A.1
Pawitan, Y.2
Bond, K.3
-
20
-
-
33644629431
-
Double hierarchical generalized linear models (with discussion)
-
Lee Y, Nelder J. Double hierarchical generalized linear models (with discussion). Applied Statistics 2006, 55:139-185.
-
(2006)
Applied Statistics
, vol.55
, pp. 139-185
-
-
Lee, Y.1
Nelder, J.2
-
22
-
-
84876352665
-
Matrix analysisGeneralized Linear Models With Random Effects: Unified Analysis via H-Likelihood
-
London: Chapman and Hall
-
Lee Y, Nelder J, Pawitan Y. Matrix analysisGeneralized Linear Models With Random Effects: Unified Analysis via H-Likelihood. 2006, London: Chapman and Hall.
-
(2006)
-
-
Lee, Y.1
Nelder, J.2
Pawitan, Y.3
-
24
-
-
0009935552
-
Comments on "Wavelets in statistics: A review" by A. Antoniadis
-
Fan J. Comments on "Wavelets in statistics: A review" by A. Antoniadis. Journal of Italian Statistical Association 1997, 6:131-138.
-
(1997)
Journal of Italian Statistical Association
, vol.6
, pp. 131-138
-
-
Fan, J.1
-
25
-
-
70149096300
-
A penalized matrix decomposition, with application to sparse principal components and canonical correlation analysis
-
10.1093/biostatistics/kxp008, 19377034
-
Witten D, Tibshirani R, Haste T. A penalized matrix decomposition, with application to sparse principal components and canonical correlation analysis. Biostatistics 2009, 10:515-534. 10.1093/biostatistics/kxp008, 19377034.
-
(2009)
Biostatistics
, vol.10
, pp. 515-534
-
-
Witten, D.1
Tibshirani, R.2
Haste, T.3
-
26
-
-
43049086717
-
Sparse principal component analysis via regularized low rank matrix approximation
-
Shen H, Huang J. Sparse principal component analysis via regularized low rank matrix approximation. Journal of Multivariate Analysis 2008, 99:1015-1034.
-
(2008)
Journal of Multivariate Analysis
, vol.99
, pp. 1015-1034
-
-
Shen, H.1
Huang, J.2
-
27
-
-
0001038826
-
Covariance selection
-
Dempster A. Covariance selection. Biometrics 1972, 28:157-175.
-
(1972)
Biometrics
, vol.28
, pp. 157-175
-
-
Dempster, A.1
-
28
-
-
0346961488
-
A well-conditioned estimator for large-dimensional covariance matrices
-
Ledoit O, Wolf M. A well-conditioned estimator for large-dimensional covariance matrices. Journal of Multivariate Analysis 2004, 88:365-411.
-
(2004)
Journal of Multivariate Analysis
, vol.88
, pp. 365-411
-
-
Ledoit, O.1
Wolf, M.2
|