-
3
-
-
77953858140
-
Microarray missing values imputation methods: Critical analysis review
-
M. Hourani and I.M.M. El Emary. Microarray missing values imputation methods: Critical analysis review. Comput. Sci. Inf. Syst. 6(2) (2009), 165-190.
-
(2009)
Comput. Sci. Inf. Syst
, vol.6
, Issue.2
, pp. 165-190
-
-
Hourani, M.1
El Emary, I.M.M.2
-
4
-
-
66549088006
-
On consistency and sparsity for principal components analysis in high dimensions
-
I.M. Johnstone and A.Y. Lu. On consistency and sparsity for principal components analysis in high dimensions. J. Amer. Statist. Assoc. 104(486) (2009), 682-693.
-
(2009)
J. Amer. Statist. Assoc
, vol.104
, Issue.486
, pp. 682-693
-
-
Johnstone, I.M.1
Lu, A.Y.2
-
5
-
-
0141941674
-
A modified principal component technique based on the LASSO
-
I.T. Jolliffe, N.T. Trendafilov, and M. Uddin. A modified principal component technique based on the LASSO. J. Comput. Graph. Statist. 12(3) (2003), 531-547.
-
(2003)
J. Comput. Graph. Statist
, vol.12
, Issue.3
, pp. 531-547
-
-
Jolliffe, I.T.1
Trendafilov, N.T.2
Uddin, M.3
-
6
-
-
27944450456
-
Dna microarray data imputation and significance analysis of differential expression
-
R. Jornsten, H.Y. Wang, W.J. Welsh, and M. Ouyang. Dna microarray data imputation and significance analysis of differential expression. Bioinformatics 21(22) (2005), 4155-4161.
-
(2005)
Bioinformatics
, vol.21
, Issue.22
, pp. 4155-4161
-
-
Jornsten, R.1
Wang, H.Y.2
Welsh, W.J.3
Ouyang, M.4
-
7
-
-
77949527718
-
Generalized power method for sparse principal component analysis
-
M. Journée, Y. Nesterov, P. Richtarik, and R. Sepulchre. Generalized power method for sparse principal component analysis. J. Mach. Learn. Res. 11 (2010), 517-553.
-
(2010)
J. Mach. Learn. Res
, vol.11
, pp. 517-553
-
-
Journée, M.1
Nesterov, Y.2
Richtarik, P.3
Sepulchre, R.4
-
9
-
-
85029552411
-
-
Springer, Berlin, Lectures from the 33rd Summer School on Probability Theory held in Saint-Flour, July 6-23, 2003, with a foreword by Jean Picard
-
P. Massart. Concentration inequalities and model selection, volume 1896 of Lecture Notes in Mathematics. Springer, Berlin, 2007. Lectures from the 33rd Summer School on Probability Theory held in Saint-Flour, July 6-23, 2003, with a foreword by Jean Picard.
-
(2007)
Concentration inequalities and model selection, volume 1896 of Lecture Notes in Mathematics
-
-
Massart, P.1
-
10
-
-
41549168797
-
Spectral bounds for sparse pcaExact and greedy algorithms
-
Y. Weiss, B. Schölkopf, and J. Platt, editors, MIT Press, Cambridge, MA
-
B. Moghaddam, Y. Weiss, and S. Avidan. Spectral bounds for sparse pcaExact and greedy algorithms. In Y. Weiss, B. Schölkopf, and J. Platt, editors, Advances in Neural Information Processing Systems 18, 915-922. MIT Press, Cambridge, MA, 2006.
-
(2006)
Advances in Neural Information Processing Systems 18
, pp. 915-922
-
-
Moghaddam, B.1
Weiss, Y.2
Avidan, S.3
-
11
-
-
62349121558
-
Finite sample approximation results for principal component analysis: A matrix perturbation approach
-
B. Nadler. Finite sample approximation results for principal component analysis: a matrix perturbation approach. Ann. Statist. 36(6) (2008), 2791-2817.
-
(2008)
Ann. Statist
, vol.36
, Issue.6
, pp. 2791-2817
-
-
Nadler, B.1
-
12
-
-
38549175880
-
Asymptotics of sample eigenstructure for a large dimensional spiked covariance model
-
D. Paul. Asymptotics of sample eigenstructure for a large dimensional spiked covariance model. Statist. Sinica 17(4) (2007), 1617-1642.
-
(2007)
Statist. Sinica
, vol.17
, Issue.4
, pp. 1617-1642
-
-
Paul, D.1
-
14
-
-
43049086717
-
Sparse principal component analysis via regularized low rank matrix approximation
-
H. Shen and J.Z. Huang. Sparse principal component analysis via regularized low rank matrix approximation. Multivariate Anal. 99(6) (2008), 1015-1034.
-
(2008)
Multivariate Anal
, vol.99
, Issue.6
, pp. 1015-1034
-
-
Shen, H.1
Huang, J.Z.2
-
15
-
-
73949155727
-
-
Springer Series in Statistics. Springer, New York, Revised and extended from the 2004 French original, translated by Vladimir Zaiats
-
A.B. Tsybakov. Introduction to nonparametric estimation. Springer Series in Statistics. Springer, New York, 2009. Revised and extended from the 2004 French original, translated by Vladimir Zaiats.
-
(2009)
Introduction to nonparametric estimation
-
-
Tsybakov, A.B.1
|