-
1
-
-
0033536012
-
Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays
-
U. Alon, N. Barkai, D.A. Notterman, K. Gish, S. Ybarra, D. Mack, and A.J. Levine Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays Proc. Natl. Acad. Sci. USA 96 12 1999 6745 6750
-
(1999)
Proc. Natl. Acad. Sci. USA
, vol.96
, Issue.12
, pp. 6745-6750
-
-
Alon, U.1
Barkai, N.2
Notterman, D.A.3
Gish, K.4
Ybarra, S.5
MacK, D.6
Levine, A.J.7
-
2
-
-
0001758959
-
Limit of the smallest eigenvalue of a large-dimensional sample covariance matrix
-
Z.D. Bai, and Y.Q. Yin Limit of the smallest eigenvalue of a large-dimensional sample covariance matrix Ann. Probab. 21 3 1993 1275 1294
-
(1993)
Ann. Probab.
, vol.21
, Issue.3
, pp. 1275-1294
-
-
Bai, Z.D.1
Yin, Y.Q.2
-
3
-
-
41549106844
-
Regularized estimation of large covariance matrices
-
P.J. Bickel, and E. Levina Regularized estimation of large covariance matrices Ann. Statist. 36 1 2008 199 227
-
(2008)
Ann. Statist.
, vol.36
, Issue.1
, pp. 199-227
-
-
Bickel, P.J.1
Levina, E.2
-
4
-
-
70349218023
-
Shrinkage estimation of high dimensional covariance matrices
-
Chen, Y., Wiesel, A., Hero, A.O., 2009. Shrinkage estimation of high dimensional covariance matrices. In: Acoustics, Speech, and Signal Processing, IEEE International Conference on 0, pp. 29372940.
-
(2009)
Acoustics, Speech, and Signal Processing, IEEE International Conference on 0
, pp. 2937-2940
-
-
Chen, Y.1
Wiesel, A.2
Hero, A.O.3
-
6
-
-
0038391397
-
Boosting for tumor classification with gene expression data
-
M. Dettling, and P. Bhlmann Boosting for tumor classification with gene expression data Bioinformatics 19 9 2003 1061 1069
-
(2003)
Bioinformatics
, vol.19
, Issue.9
, pp. 1061-1069
-
-
Dettling, M.1
Bhlmann, P.2
-
7
-
-
0036489046
-
Comparison of discrimination methods for the classification of tumors using gene expression data
-
S. Dudoit, J. Fridlyand, and T.P. Speed Comparison of discrimination methods for the classification of tumors using gene expression data J. Amer. Statist. Assoc. 97 457 2002 77 87
-
(2002)
J. Amer. Statist. Assoc.
, vol.97
, Issue.457
, pp. 77-87
-
-
Dudoit, S.1
Fridlyand, J.2
Speed, T.P.3
-
8
-
-
0343784734
-
Biased versus unbiased estimation
-
B. Efron Biased versus unbiased estimation Advances in Math. 16 1975 259 277
-
(1975)
Advances in Math.
, vol.16
, pp. 259-277
-
-
Efron, B.1
-
9
-
-
84949161141
-
Data analysis using Stein's estimator and its generalizations
-
B. Efron, and C. Morris Data analysis using Stein's estimator and its generalizations J. Amer. Statist. Assoc. 70 350 1975 311 319
-
(1975)
J. Amer. Statist. Assoc.
, vol.70
, Issue.350
, pp. 311-319
-
-
Efron, B.1
Morris, C.2
-
10
-
-
0000129805
-
Stein's paradox in statistics
-
B. Efron, and C. Morris Stein's paradox in statistics Sci. Am. 236 5 1977 119 127
-
(1977)
Sci. Am.
, vol.236
, Issue.5
, pp. 119-127
-
-
Efron, B.1
Morris, C.2
-
11
-
-
55349144848
-
High dimensional covariance matrix estimation using a factor model
-
J. Fan, Y. Fan, and J. Lv High dimensional covariance matrix estimation using a factor model J. Econometrics 147 1 2008 186 197
-
(2008)
J. Econometrics
, vol.147
, Issue.1
, pp. 186-197
-
-
Fan, J.1
Fan, Y.2
Lv, J.3
-
13
-
-
0033569406
-
Molecular classification of cancer: Class discovery and class prediction by gene expression monitoring
-
T. Golub, D. Slonim, P. Tamayo, C. Huard, M. Gaasenbeek, J. Mesirov, H. Coller, M. Loh, J. Downing, M. Caligiuri, C. Bloomfield, and E. Lander Molecular classification of cancer: class discovery and class prediction by gene expression monitoring Science 286 5439 1999 531 537
-
(1999)
Science
, vol.286
, Issue.5439
, pp. 531-537
-
-
Golub, T.1
Slonim, D.2
Tamayo, P.3
Huard, C.4
Gaasenbeek, M.5
Mesirov, J.6
Coller, H.7
Loh, M.8
Downing, J.9
Caligiuri, M.10
Bloomfield, C.11
Lander, E.12
-
14
-
-
33644986127
-
Covariance matrix selection and estimation via penalised normal likelihood
-
J.Z. Huang, N. Liu, M. Pourahmadi, and L. Liu Covariance matrix selection and estimation via penalised normal likelihood Biometrika 93 1 2006 85 98
-
(2006)
Biometrika
, vol.93
, Issue.1
, pp. 85-98
-
-
Huang, J.Z.1
Liu, N.2
Pourahmadi, M.3
Liu, L.4
-
15
-
-
0041841552
-
Improved estimation of the covariance matrix of stock returns with an application to portfolio selection
-
O. Ledoit, and M. Wolf Improved estimation of the covariance matrix of stock returns with an application to portfolio selection J. Empir. Finance 10 5 2003 603 621
-
(2003)
J. Empir. Finance
, vol.10
, Issue.5
, pp. 603-621
-
-
Ledoit, O.1
Wolf, M.2
-
16
-
-
4344637588
-
Honey, i shrunk the sample covariance matrix
-
O. Ledoit, and M. Wolf Honey, i shrunk the sample covariance matrix J. Portfolio Manage. 31 1 2004 110 119
-
(2004)
J. Portfolio Manage.
, vol.31
, Issue.1
, pp. 110-119
-
-
Ledoit, O.1
Wolf, M.2
-
17
-
-
0346961488
-
A well-conditioned estimator for large-dimensional covariance matrices
-
O. Ledoit, and M. Wolf A well-conditioned estimator for large-dimensional covariance matrices J. Multivariate Anal. 88 2 2004 365 411
-
(2004)
J. Multivariate Anal.
, vol.88
, Issue.2
, pp. 365-411
-
-
Ledoit, O.1
Wolf, M.2
-
18
-
-
37549012210
-
Cholesky decompositions and estimation of a covariance matrix: Orthogonality of variance-correlation parameters
-
M. Pourahmadi Cholesky decompositions and estimation of a covariance matrix: orthogonality of variance-correlation parameters Biometrika 94 4 2007 1006 1013
-
(2007)
Biometrika
, vol.94
, Issue.4
, pp. 1006-1013
-
-
Pourahmadi, M.1
-
19
-
-
33751018855
-
Simultaneous modelling of the Cholesky decomposition of several covariance matrices
-
M. Pourahmadi, M.J. Daniels, and T. Park Simultaneous modelling of the Cholesky decomposition of several covariance matrices J. Multivariate Anal. 98 3 2007 568 587
-
(2007)
J. Multivariate Anal.
, vol.98
, Issue.3
, pp. 568-587
-
-
Pourahmadi, M.1
Daniels, M.J.2
Park, T.3
-
20
-
-
70350337963
-
Generalized thresholding of large covariance matrices
-
A.J. Rothman, E. Levina, and J. Zhu Generalized thresholding of large covariance matrices J. Amer. Statist. Assoc. 104 485 2009 177 186
-
(2009)
J. Amer. Statist. Assoc.
, vol.104
, Issue.485
, pp. 177-186
-
-
Rothman, A.J.1
Levina, E.2
Zhu, J.3
-
21
-
-
27844521293
-
A shrinkage approach to large-scale covariance matrix estimation and implications for functional genomics
-
J. Schfer, and K. Strimmer A shrinkage approach to large-scale covariance matrix estimation and implications for functional genomics Stat. Appl. Genet. Mol. Biol. 4 2005 28 pp. Art. 32
-
(2005)
Stat. Appl. Genet. Mol. Biol.
, vol.4
, pp. 28
-
-
Schfer, J.1
Strimmer, K.2
-
22
-
-
33748417779
-
Some tests concerning the covariance matrix in high dimensional data
-
M.S. Srivastava Some tests concerning the covariance matrix in high dimensional data J. Japan Statist. Soc. 35 2 2005 251 272
-
(2005)
J. Japan Statist. Soc.
, vol.35
, Issue.2
, pp. 251-272
-
-
Srivastava, M.S.1
-
23
-
-
36549089901
-
Comparison of discrimination methods for high dimensional data
-
M.S. Srivastava, and T. Kubokawa Comparison of discrimination methods for high dimensional data J. Japan Statist. Soc. 37 1 2007 123 134
-
(2007)
J. Japan Statist. Soc.
, vol.37
, Issue.1
, pp. 123-134
-
-
Srivastava, M.S.1
Kubokawa, T.2
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