-
1
-
-
0037399814
-
Deduction of a gene regulatory relationship framework from gene expression data by the application of graphical Gaussian modeling
-
Aburatani,S. et al. (2003) Deduction of a gene regulatory relationship framework from gene expression data by the application of graphical Gaussian modeling. Signal Proc., 83, 777-788.
-
(2003)
Signal Proc
, vol.83
, pp. 777-788
-
-
Aburatani, S.1
-
2
-
-
41549101939
-
Model selection through sparse maximum likelihood estimation for multivariate Gaussian or binary data
-
Banerjee,O. et al. (2008) Model selection through sparse maximum likelihood estimation for multivariate Gaussian or binary data. J. Mach. Learn. Res., 9, 485-516.
-
(2008)
J. Mach. Learn. Res
, vol.9
, pp. 485-516
-
-
Banerjee, O.1
-
3
-
-
12344321571
-
Discovery of meaningful associations in genomic data using partial correlations coefficients
-
de la Fuente,A. et al. (2004) Discovery of meaningful associations in genomic data using partial correlations coefficients. Bioinformatics, 20, 3565-3574.
-
(2004)
Bioinformatics
, vol.20
, pp. 3565-3574
-
-
de la Fuente, A.1
-
4
-
-
0001038826
-
Covariance selection
-
Dempster,A. (1972) Covariance selection. Biometrics, 28, 157-175.
-
(1972)
Biometrics
, vol.28
, pp. 157-175
-
-
Dempster, A.1
-
5
-
-
34147120474
-
A note on two problems in connection with graphs
-
Dijkstra,E. (1959) A note on two problems in connection with graphs. Numer. Math., 1, 269-271.
-
(1959)
Numer. Math
, vol.1
, pp. 269-271
-
-
Dijkstra, E.1
-
6
-
-
41549097939
-
Bayesian covariance selection
-
Technical report. Department of Statistical Science, Duke University
-
Dobra,A. and West,M. (2004) Bayesian covariance selection. Technical report. Department of Statistical Science, Duke University.
-
(2004)
-
-
Dobra, A.1
West, M.2
-
7
-
-
15944399178
-
Sparse graphical models for exploring gene expression data
-
Dobra,A. et al. (2004) Sparse graphical models for exploring gene expression data. J. Multivar. Anal., 90, 196-212.
-
(2004)
J. Multivar. Anal
, vol.90
, pp. 196-212
-
-
Dobra, A.1
-
8
-
-
45849134070
-
Sparse inverse covariance estimation with the graphical lasso
-
Friedman,J. et al. (2008) Sparse inverse covariance estimation with the graphical lasso. Biostatistics, 9, 432-441.
-
(2008)
Biostatistics
, vol.9
, pp. 432-441
-
-
Friedman, J.1
-
9
-
-
0034616930
-
Functional discovery via a compendium of expression profiles
-
Hughes,T.R. et al. (2000) Functional discovery via a compendium of expression profiles. Cell, 102, 109-126.
-
(2000)
Cell
, vol.102
, pp. 109-126
-
-
Hughes, T.R.1
-
10
-
-
33646232724
-
Graphical Gaussian modeling for gene association structures based on expression deviation patterns induced by various chemical stimuli
-
Matusno,T. et al. (2006) Graphical Gaussian modeling for gene association structures based on expression deviation patterns induced by various chemical stimuli. IEICE T. Inf. Syst., E89-D, 1563-1574.
-
(2006)
IEICE T. Inf. Syst
, vol.E89-D
, pp. 1563-1574
-
-
Matusno, T.1
-
11
-
-
33747163541
-
High-dimensional graphs and variable selection with the lasso
-
Meinhausen,N. and Bühlmann,Y. (2006) High-dimensional graphs and variable selection with the lasso. Ann. Star., 34, 1436-1462.
-
(2006)
Ann. Star
, vol.34
, pp. 1436-1462
-
-
Meinhausen, N.1
Bühlmann, Y.2
-
12
-
-
34548106491
-
Lasso-type recovery of sparse representations for high dimensional data
-
Technical report. Department of Statistics, UC Berkeley
-
Meinhausen,N. and Yu,B. (2006) Lasso-type recovery of sparse representations for high dimensional data. Technical report. Department of Statistics, UC Berkeley.
-
(2006)
-
-
Meinhausen, N.1
Yu, B.2
-
13
-
-
27844521293
-
A shrinkage approach to large-scale covariance matrix estimation and implications for functional genomics
-
Article
-
Schäfer,J. and Strimmer,K. (2005) A shrinkage approach to large-scale covariance matrix estimation and implications for functional genomics. Stat. Appl. Genet. Mol. Biol., 4. Article 32.
-
(2005)
Stat. Appl. Genet. Mol. Biol
, vol.4
, pp. 32
-
-
Schäfer, J.1
Strimmer, K.2
-
14
-
-
46749151407
-
Weighted lasso in graphical gaussian modeling for large gene network estimation based on microarray data
-
Shimamura,T. et al. (2007) Weighted lasso in graphical gaussian modeling for large gene network estimation based on microarray data. Jap. Sac. Bioinform., pp. 142-153.
-
(2007)
Jap. Sac. Bioinform
, pp. 142-153
-
-
Shimamura, T.1
-
15
-
-
0001287271
-
Regression shrinkage and selection via the lasso
-
Tibshirani,R. (1996) Regression shrinkage and selection via the lasso. J. R. Stat. Soc. Ser. B, 58, 267-288.
-
(1996)
J. R. Stat. Soc. Ser. B
, vol.58
, pp. 267-288
-
-
Tibshirani, R.1
-
16
-
-
0036191190
-
Inference of a genetic network by a combined approach of cluster analysis and graphical gaussian modeling
-
Toh,H. and Horimoto,K. (2002) Inference of a genetic network by a combined approach of cluster analysis and graphical gaussian modeling. Bioinformatics, 18, 287-297.
-
(2002)
Bioinformatics
, vol.18
, pp. 287-297
-
-
Toh, H.1
Horimoto, K.2
-
17
-
-
22044448669
-
Sparse graphical Gaussian modeling of the isoprenoid gene network in Arabidopsis thaliana
-
Wille,A. et al. (2004) Sparse graphical Gaussian modeling of the isoprenoid gene network in Arabidopsis thaliana. Genome Biol., 5, R92.
-
(2004)
Genome Biol
, vol.5
-
-
Wille, A.1
-
18
-
-
0036790999
-
Transitive functional annotation by shortest-path analysis of gene expression data
-
Zhou,X. et al. (2002) Transitive functional annotation by shortest-path analysis of gene expression data. Proc. Natl Acad. Sci. USA, 99, 12783-12788.
-
(2002)
Proc. Natl Acad. Sci. USA
, vol.99
, pp. 12783-12788
-
-
Zhou, X.1
|