-
1
-
-
0016355478
-
A new look at the statistical model identification
-
Akaike, H. (1974). A new look at the statistical model identification. IEEE Trans. Automat. Control. 19 716-723.
-
(1974)
IEEE Trans. Automat. Control.
, vol.19
, pp. 716-723
-
-
Akaike, H.1
-
2
-
-
0034730140
-
Singular value decomposition for genome-wide expression data processing and modeling
-
Alter, O., Brown, P. O. and Botstein, D. (2000). Singular value decomposition for genome-wide expression data processing and modeling. Proc. Nat. Acad. Sci. U.S.A. 97 10101-10106.
-
(2000)
Proc. Nat. Acad. Sci. U.S.A.
, vol.97
, pp. 10101-10106
-
-
Alter, O.1
Brown, P.O.2
Botstein, D.3
-
3
-
-
0037277111
-
Inferential theory for factor models of large dimensions
-
Bai, J. (2003). Inferential theory for factor models of large dimensions. Econometrica 71 135-171.
-
(2003)
Econometrica
, vol.71
, pp. 135-171
-
-
Bai, J.1
-
4
-
-
0036221554
-
Determining the number of factors in approximate factor models
-
Bai, J. and Ng, S. (2002). Determining the number of factors in approximate factor models. Econometrica 70 191-221.
-
(2002)
Econometrica
, vol.70
, pp. 191-221
-
-
Bai, J.1
Ng, S.2
-
5
-
-
33646507506
-
Eigenvalues of large sample covariance matrices of spiked population models
-
Baik, J. and Silverstein, J. W. (2004). Eigenvalues of large sample covariance matrices of spiked population models. J. Multivariate Anal. 97 1382-1408.
-
(2004)
J. Multivariate Anal.
, vol.97
, pp. 1382-1408
-
-
Baik, J.1
Silverstein, J.W.2
-
7
-
-
0007120358
-
Sur l'usage de la validation croisée en analyse en composantes principales
-
Besse, P. and Ferré, L. (1993). Sur l'usage de la validation croisée en analyse en composantes principales. Revue de statistique appliquée 41 71-76.
-
(1993)
Revue de statistique appliquée
, vol.41
, pp. 71-76
-
-
Besse, P.1
Ferré, L.2
-
8
-
-
0038034110
-
Model selection and cross validation in additive main effect and multiplicative interaction models
-
dos S. Dias, C. T. and Krzanowski, W. J. (2003). Model selection and cross validation in additive main effect and multiplicative interaction models. Crop Science 43 865-873.
-
(2003)
Crop Science
, vol.43
, pp. 865-873
-
-
dos, S.1
Dias, C.T.2
Krzanowski, W.J.3
-
9
-
-
0020089191
-
Cross-validatory choice of the number of components from a principal component analysis
-
Eastment, H. T. and Krzanowski, W. J. (1982). Cross-validatory choice of the number of components from a principal component analysis. Technometrics 24 73-77.
-
(1982)
Technometrics
, vol.24
, pp. 73-77
-
-
Eastment, H.T.1
Krzanowski, W.J.2
-
10
-
-
0000802374
-
The approximation of one matrix by another of lower rank
-
Eckart, C. and Young, G. (1936). The approximation of one matrix by another of lower rank. Psychometrika 1 211-218.
-
(1936)
Psychometrika
, vol.1
, pp. 211-218
-
-
Eckart, C.1
Young, G.2
-
11
-
-
0037538168
-
Le biplot-outil d'exploration de données multidimensionelles
-
Gabriel, K. (2002). Le biplot-outil d'exploration de données multidimensionelles. Journal de la Societe Francaise de Statistique 143 5-55.
-
(2002)
Journal de la Societe Francaise de Statistique
, vol.143
, pp. 5-55
-
-
Gabriel, K.1
-
13
-
-
0023570429
-
The truncated SVD as a method for regularization
-
Hansen, P. C. (1987). The truncated SVD as a method for regularization. BIT 27 534-553.
-
(1987)
BIT
, vol.27
, pp. 534-553
-
-
Hansen, P.C.1
-
15
-
-
34250740312
-
Model averaging and dimension selection for the singular value decomposition
-
Hoff, P. D. (2007). Model averaging and dimension selection for the singular value decomposition. J. Amer. Statist. Assoc. 102 674-685.
-
(2007)
J. Amer. Statist. Assoc.
, vol.102
, pp. 674-685
-
-
Hoff, P.D.1
-
17
-
-
84865381905
-
Stopping rules in principal components analysis: A comparison of heuristical and statistical approaches
-
Jackson, D. A. (1993). Stopping rules in principal components analysis: A comparison of heuristical and statistical approaches. Ecology (Durham) 742204-2214.
-
(1993)
Ecology (Durham)
, pp. 742204-742214
-
-
Jackson, D.A.1
-
18
-
-
0035641726
-
On the distribution of the largest eigenvalue in principal components analysis
-
Johnstone, I. (2001). On the distribution of the largest eigenvalue in principal components analysis. Ann. Statist. 29 295-327.
-
(2001)
Ann. Statist.
, vol.29
, pp. 295-327
-
-
Johnstone, I.1
-
20
-
-
63049100172
-
The use of positive matrix factorization in the analysis of molecular line spectra from the thumbprint nebula
-
Juvela, M., Lehtinen, K. and Paatero, P. (1994). The use of positive matrix factorization in the analysis of molecular line spectra from the thumbprint nebula. Clouds, Cores, and Low Mass Stars 65 176-180.
-
(1994)
Clouds, Cores, and Low Mass Stars
, vol.65
, pp. 176-180
-
-
Juvela, M.1
Lehtinen, K.2
Paatero, P.3
-
21
-
-
0032183760
-
A semidiscrete matrix decomposition for latent semantic indexing in information retrieval
-
Kolda, T. G. and O'Leary, D. P. (1998). A semidiscrete matrix decomposition for latent semantic indexing in information retrieval. ACM Transactions on Information Systems 16 322-346.
-
(1998)
ACM Transactions on Information Systems
, vol.16
, pp. 322-346
-
-
Kolda, T.G.1
O'Leary, D.P.2
-
22
-
-
47649123078
-
Theorems on positive data: On the uniqueness of NMF
-
Laurberg, H., Christensen, M. G., Plumbley, M. D., Hansen, L. K. and Jensen, S. H. (2008). Theorems on positive data: On the uniqueness of NMF. Computational Intelligence and Neuroscience 2008.
-
(2008)
Computational Intelligence and Neuroscience
, pp. 2008
-
-
Laurberg, H.1
Christensen, M.G.2
Plumbley, M.D.3
Hansen, L.K.4
Jensen, S.H.5
-
23
-
-
0036012349
-
Plaid models for gene expression data
-
Lazzeroni, L. and Owen, A. (2002). Plaid models for gene expression data. Statist. Sinica 24 61-86.
-
(2002)
Statist. Sinica
, vol.24
, pp. 61-86
-
-
Lazzeroni, L.1
Owen, A.2
-
24
-
-
0033592606
-
Learning the parts of objects by non-negative matrix factorization
-
Lee, D. D. and Seung, H. S. (1999). Learning the parts of objects by non-negative matrix factorization. Nature 401 788-791.
-
(1999)
Nature
, vol.401
, pp. 788-791
-
-
Lee, D.D.1
Seung, H.S.2
-
27
-
-
0346925709
-
Resampling and exchangeable arrays
-
McCullagh, P. (2000). Resampling and exchangeable arrays. Bernoulli 6 285-301.
-
(2000)
Bernoulli
, vol.6
, pp. 285-301
-
-
McCullagh, P.1
-
28
-
-
0043164386
-
Automatic choice of dimensionality for PCA
-
In
-
Minka, T. P. (2000). Automatic choice of dimensionality for PCA. In NIPS 2000598-604.
-
(2000)
NIPS 2000
, pp. 598-604
-
-
Minka, T.P.1
-
30
-
-
0242643743
-
A Bayesian missing value estimation method for gene expression profile analysis
-
Oba, S., Sato, M., Takemasa, I., Monden, M., Matsubara, K. and Ishii, S. (2003). A Bayesian missing value estimation method for gene expression profile analysis. Bioinformatics 19 2088-2096.
-
(2003)
Bioinformatics
, vol.19
, pp. 2088-2096
-
-
Oba, S.1
Sato, M.2
Takemasa, I.3
Monden, M.4
Matsubara, K.5
Ishii, S.6
-
32
-
-
51049102931
-
The pigeonhole bootstrap
-
Owen, A. B. (2007). The pigeonhole bootstrap. Ann. Appl. Statist. 1 386-411.
-
(2007)
Ann. Appl. Statist.
, vol.1
, pp. 386-411
-
-
Owen, A.B.1
-
33
-
-
84948481845
-
An algorithm for suffix stripping
-
Porter, M. (1980). An algorithm for suffix stripping. Program 14 130-137.
-
(1980)
Program
, vol.14
, pp. 130-137
-
-
Porter, M.1
-
34
-
-
20044394182
-
A transcriptional profile of aging in the human kidney
-
Rodwell, G., Sonu, R., Zahn, J. M., Lund, J., Wilhelmy, J., Wang, L., Xiao, W., Mindrinos, M., Crane, E., Segal, E., Myers, B., Davis, R., Higgins, J., Owen, A. B. and Kim, S. K. (2004). A transcriptional profile of aging in the human kidney. PLOS Biology 2 2191-2201.
-
(2004)
PLOS Biology
, vol.2
, pp. 2191-2201
-
-
Rodwell, G.1
Sonu, R.2
Zahn, J.M.3
Lund, J.4
Wilhelmy, J.5
Wang, L.6
Xiao, W.7
Mindrinos, M.8
Crane, E.9
Segal, E.10
Myers, B.11
Davis, R.12
Higgins, J.13
Owen, A.B.14
Kim, S.K.15
-
35
-
-
0000120766
-
Estimating the dimension of a model
-
Schwarz, G. (1978). Estimating the dimension of a model. Ann. Statist. 6461-464.
-
(1978)
Ann. Statist.
, pp. 6461-6464
-
-
Schwarz, G.1
-
36
-
-
0642336882
-
An asymptotic theory for linear model selection
-
Shao, J. (1997). An asymptotic theory for linear model selection. Statist. Sinica 7 221-264.
-
(1997)
Statist. Sinica
, vol.7
, pp. 221-264
-
-
Shao, J.1
-
37
-
-
84865393759
-
A note on universality of the distribution of the largest eigenvalues in certain sampling covariances
-
Soshnikov, A. (2001). A note on universality of the distribution of the largest eigenvalues in certain sampling covariances. J. Statist. Phys. 108 5-6.
-
(2001)
J. Statist. Phys.
, vol.108
, pp. 5-6
-
-
Soshnikov, A.1
-
38
-
-
17844390096
-
On mixed-type reverse-order laws for the Moore-Penrose inverse of a matrix product
-
Tian, Y. (2004). On mixed-type reverse-order laws for the Moore-Penrose inverse of a matrix product. Int. J. Math. Math. Sci. 2004 3103-3116.
-
(2004)
Int. J. Math. Math. Sci.
, vol.2004
, pp. 3103-3116
-
-
Tian, Y.1
-
39
-
-
0034960264
-
Missing value estimation methods for DNA microarrays
-
Troyanskaya, O., Cantor, M., Sherlock, G., Brown, P., Hastie, T., Tibshirani, R., Botstein, D. and Altman, R. B. (2001). Missing value estimation methods for DNA microarrays. Bioinformatics 17 520-525.
-
(2001)
Bioinformatics
, vol.17
, pp. 520-525
-
-
Troyanskaya, O.1
Cantor, M.2
Sherlock, G.3
Brown, P.4
Hastie, T.5
Tibshirani, R.6
Botstein, D.7
Altman, R.B.8
-
40
-
-
0003000612
-
Nonlinear estimation by iterative least squares procedures
-
In, (F. N. David, ed.). Wiley, New York
-
Wold, H. (1966). Nonlinear estimation by iterative least squares procedures. In Research Papers in Statistics: Festschrift for J. Neyman (F. N. David, ed.) 411-444. Wiley, New York.
-
(1966)
Research Papers in Statistics: Festschrift for J. Neyman
, pp. 411-444
-
-
Wold, H.1
-
41
-
-
84951601886
-
Cross-validatory estimation of the number of components in factor and principal components models
-
Wold, S. (1978). Cross-validatory estimation of the number of components in factor and principal components models. Technometrics 20 397-405.
-
(1978)
Technometrics
, vol.20
, pp. 397-405
-
-
Wold, S.1
|