-
2
-
-
0034557223
-
Modeling covariance matrices in terms of standard deviations and correlations, with application to shrinkage
-
MR1804544
-
Barnard, J., McCulloch, R., and Meng, X. (2000). Modeling covariance matrices in terms of standard deviations and correlations, with application to shrinkage. Statistica Sinica 10 1281- 1311. MR1804544
-
(2000)
Statistica Sinica
, vol.10
, pp. 1281-1311
-
-
Barnard, J.1
McCulloch, R.2
Meng, X.3
-
3
-
-
69249182056
-
Objective Bayesian model selection in Gaussian graphical models
-
MR2538753
-
Carvalho, C. M. and Scott, J. G. (2009). Objective Bayesian model selection in Gaussian graphical models. Biometrika 96 497- 512. MR2538753
-
(2009)
Biometrika
, vol.96
, pp. 497-512
-
-
Carvalho, C.M.1
Scott, J.G.2
-
4
-
-
0347994096
-
Random effects selection in linear mixed models
-
MR2025100
-
Chen, Z. and Dunson, D. (2003). Random effects selection in linear mixed models. Biometrics 59 762-769. MR2025100
-
(2003)
Biometrics
, vol.59
, pp. 762-769
-
-
Chen, Z.1
Dunson, D.2
-
6
-
-
0001038826
-
Covariance selection
-
Dempster, A. P. (1972). Covariance selection. Biometrics 28 157-175.
-
(1972)
Biometrics
, vol.28
, pp. 157-175
-
-
Dempster, A.P.1
-
7
-
-
15944399178
-
Sparse models for exploring gene expression data
-
MR2064941
-
Dobra, A., Hans, C., Jones, B., Nevins, J. R., Yao, G., and Westb, M. (2004). Sparse models for exploring gene expression data. Journal of Multivariate Analysis 90 196-212. MR2064941
-
(2004)
Journal of Multivariate Analysis
, vol.90
, pp. 196-212
-
-
Dobra, A.1
Hans, C.2
Jones, B.3
Nevins, J.R.4
Yao, G.5
Westb, M.6
-
8
-
-
15944403709
-
Model selection for Gaussian concentration graphs
-
MR2090624
-
Drton, M. and Perlman, M. (2004). Model selection for Gaussian concentration graphs. Biometrika 91 591-602. MR2090624
-
(2004)
Biometrika
, vol.91
, pp. 591-602
-
-
Drton, M.1
Perlman, M.2
-
9
-
-
0004221188
-
Introduction to Graphical Modeling
-
Springer, New York. MR1880319
-
Edwards, D. M. (2000). Introduction to Graphical Modeling. Springer, New York. MR1880319
-
(2000)
-
-
Edwards, D.M.1
-
10
-
-
0000256876
-
Le traitement des variables vectorielles
-
MR0334416
-
Escoufer, Y. (1973). Le traitement des variables vectorielles. Biometrics 29 751-760. MR0334416
-
(1973)
Biometrics
, vol.29
, pp. 751-760
-
-
Escoufer, Y.1
-
11
-
-
73949117731
-
Network exploration via the adaptive LASSO and SCAD penalties
-
MR2750671
-
Fan, J., Feng, Y., and Wu, Y. (2009). Network exploration via the adaptive LASSO and SCAD penalties. Annals of Applied Statistics 3 521-541. MR2750671
-
(2009)
Annals of Applied Statistics
, vol.3
, pp. 521-541
-
-
Fan, J.1
Feng, Y.2
Wu, Y.3
-
12
-
-
45849134070
-
Sparse inverse covariance estimation with the graphical lasso
-
Friedman, J., Hastie, T. and Tibshirani, R. (2008). Sparse inverse covariance estimation with the graphical lasso. Biostatistics 9 432-441.
-
(2008)
Biostatistics
, vol.9
, pp. 432-441
-
-
Friedman, J.1
Hastie, T.2
Tibshirani, R.3
-
13
-
-
37249017545
-
Bayesian parsimonious covariance estimation for hierarchical linear mixed models
-
MR2416434
-
Frühwirth-Schnatter, S. and Tüchler, R. (2008). Bayesian parsimonious covariance estimation for hierarchical linear mixed models. Stat Comput 18 1-13. MR2416434
-
(2008)
Stat Comput
, vol.18
, pp. 1-13
-
-
Frühwirth-Schnatter, S.1
Tüchler, R.2
-
14
-
-
66149153861
-
Evidence on the emergence of the brain default network from 2-week-old to 2-year-old healthy pediatric subjects
-
Gao, W., Zhu, H., Giovanellom, K., Smith, J., Shen, D., Gilmoref, J., and Lin, W. (2009). Evidence on the emergence of the brain default network from 2-week-old to 2-year-old healthy pediatric subjects. PNAS 106 6790-6795.
-
(2009)
PNAS
, vol.106
, pp. 6790-6795
-
-
Gao, W.1
Zhu, H.2
Giovanellom, K.3
Smith, J.4
Shen, D.5
Gilmoref, J.6
Lin, W.7
-
15
-
-
0011572986
-
Minimax estimators for a multinormal precision matrix
-
MR0451480
-
Haff, L. R. (1977). Minimax estimators for a multinormal precision matrix, Journal of Multivariate Analysis 7 374-385. MR0451480
-
(1977)
Journal of Multivariate Analysis
, vol.7
, pp. 374-385
-
-
Haff, L.R.1
-
16
-
-
33644986127
-
Covariance matrix selection and estimation via penalized normal likelihood
-
MR2277742
-
Huang, J., Liu, N., Pourahmdi, M., and Liu, L. (2006). Covariance matrix selection and estimation via penalized normal likelihood. Biometrika 93 85-98. MR2277742
-
(2006)
Biometrika
, vol.93
, pp. 85-98
-
-
Huang, J.1
Liu, N.2
Pourahmdi, M.3
Liu, L.4
-
17
-
-
0442309554
-
The multiple-try method and local optimization in metropolis sampling
-
MR1803145
-
Liu, J. S., Liang, F., and Wong, W.H. (2000). The multiple-try method and local optimization in metropolis sampling. Journal of the American Statistical Association 95 121-134. MR1803145
-
(2000)
Journal of the American Statistical Association
, vol.95
, pp. 121-134
-
-
Liu, J.S.1
Liang, F.2
Wong, W.H.3
-
19
-
-
0001304198
-
Maximum likelihood estimation of generalized linear models for multivariate normal covariance matrix
-
MR1782488
-
Pourahmadi, M. (2008). Maximum likelihood estimation of generalized linear models for multivariate normal covariance matrix. Biometrika 87 425-435. MR1782488
-
(2008)
Biometrika
, vol.87
, pp. 425-435
-
-
Pourahmadi, M.1
-
20
-
-
38549175880
-
Asymptotics of sample eigenstructure for a large dimensional spiked covariance model
-
MR2399865
-
Paul, D. (2007). Asymptotics of sample eigenstructure for a large dimensional spiked covariance model. Statistica Sinica 17 1617- 1642. MR2399865
-
(2007)
Statistica Sinica
, vol.17
, pp. 1617-1642
-
-
Paul, D.1
-
21
-
-
62349133125
-
Flexible covariance estimation in Gaussian graphical models
-
MR2485014
-
Rajaratnam, M. and Carvalho (2008). Flexible covariance estimation in Gaussian graphical models. Annals of Statistics 36 2818-2849. MR2485014
-
(2008)
Annals of Statistics
, vol.36
, pp. 2818-2849
-
-
Rajaratnam, M.1
Carvalho2
-
22
-
-
62349119614
-
Sparse permutation invariant covariance estimation
-
MR2417391
-
Rothman, A. J., Bickel, P. J., Levina, E., and Zhu, J. (2008). Sparse permutation invariant covariance estimation. Electronic Journal of Statistics 2 495-515. MR2417391
-
(2008)
Electronic Journal of Statistics
, vol.2
, pp. 495-515
-
-
Rothman, A.J.1
Bickel, P.J.2
Levina, E.3
Zhu, J.4
-
23
-
-
17644427718
-
Causal protein-signaling networks derived from multiparameter single cell data
-
Sachs, K., Perez, O., Pe'er, D., Lauffenburger, D. and Nolan, G. (2003). Causal protein-signaling networks derived from multiparameter single cell data. Science 308 523-529.
-
(2003)
Science
, vol.308
, pp. 523-529
-
-
Sachs, K.1
Perez, O.2
Pe'er, D.3
Lauffenburger, D.4
Nolan, G.5
-
24
-
-
27844521293
-
A shrinkage approach to large-scale covariance matrix estimation and implications for functional genomics
-
Schäfer, J. and Strimmer, K. (2005). A shrinkage approach to large-scale covariance matrix estimation and implications for functional genomics. Genetics and Molecular Biology 4 32.
-
(2005)
Genetics and Molecular Biology
, vol.4
, pp. 32
-
-
Schäfer, J.1
Strimmer, K.2
-
25
-
-
0001100568
-
On the characteristic roots of a linear substitution with an application to the theory of integral equations
-
MR1511512
-
Schur, I. (1909). On the characteristic roots of a linear substitution with an application to the theory of integral equations. Mathematische Annalen 66 488-510. MR1511512
-
(1909)
Mathematische Annalen
, vol.66
, pp. 488-510
-
-
Schur, I.1
-
27
-
-
0036970576
-
Bayesian parsimonious covariance matrix estimation for longitudinal data
-
MR1951266
-
Smith, M. and Kohn, R. (2002). Bayesian parsimonious covariance matrix estimation for longitudinal data. J. Am. Statist. Assoc 87 1141-1153. MR1951266
-
(2002)
J. Am. Statist. Assoc
, vol.87
, pp. 1141-1153
-
-
Smith, M.1
Kohn, R.2
-
28
-
-
3843149220
-
Efficient estimation of covariance selection models
-
MR2024759
-
Wong, F., Carter, C. K., and Kohn, R. (2003). Efficient estimation of covariance selection models. Biometrika 90 809-830. MR2024759
-
(2003)
Biometrika
, vol.90
, pp. 809-830
-
-
Wong, F.1
Carter, C.K.2
Kohn, R.3
-
29
-
-
21844496542
-
Estimation of covariance matrix using the reference prior
-
MR1311972
-
Yang, R. and Berger, I. O. (1994). Estimation of covariance matrix using the reference prior. The Annals of Statistics 22(3) 1195-1211. MR1311972
-
(1994)
The Annals of Statistics
, vol.22
, Issue.3
, pp. 1195-1211
-
-
Yang, R.1
Berger, I.O.2
-
30
-
-
64249118378
-
Efficient computation of l1 regularized estimates in Gaussian graphical models
-
MR2649068
-
Yuan, M. (2007). Efficient computation of l1 regularized estimates in Gaussian graphical models. Journal of Computational & Graphical Statistics 17 809-826. MR2649068
-
(2007)
Journal of Computational & Graphical Statistics
, vol.17
, pp. 809-826
-
-
Yuan, M.1
-
31
-
-
33947115409
-
Model selection and estimation in the Gaussian graphical model
-
MR2367824
-
Yuan, M. and Lin, Y. (2007). Model selection and estimation in the Gaussian graphical model. Biometrika 94 19-35. MR2367824
-
(2007)
Biometrika
, vol.94
, pp. 19-35
-
-
Yuan, M.1
Lin, Y.2
|