-
1
-
-
33747163541
-
High-dimensional graphs and variable selection with the lasso
-
N. Meinshausen and P. Bühlmann. High-dimensional graphs and variable selection with the Lasso. Annals of Statistics, 34:1436-1462, 2006.
-
(2006)
Annals of Statistics
, vol.34
, pp. 1436-1462
-
-
Meinshausen, N.1
Bühlmann, P.2
-
2
-
-
33947115409
-
Model selection and estimation in the gaussian graphical model
-
M. Yuan and Y. Lin. Model selection and estimation in the gaussian graphical model. Biometrika, 94(1): 19, 2007.
-
(2007)
Biometrika
, vol.94
, Issue.1
, pp. 19
-
-
Yuan, M.1
Lin, Y.2
-
3
-
-
41549101939
-
Model selection through sparse maximum likelihood estimation for multivariate gaussian or binary data
-
O. Banerjee, L. El Ghaoui, and A. d'Aspremont. Model selection through sparse maximum likelihood estimation for multivariate gaussian or binary data. The Journal of Machine Learning Research, 9:485-516, 2008.
-
(2008)
The Journal of Machine Learning Research
, vol.9
, pp. 485-516
-
-
Banerjee, O.1
El Ghaoui, L.2
D'aspremont, A.3
-
4
-
-
45849134070
-
Sparse inverse covariance estimation with the lasso
-
J. Friedman, T. Hastie, and R. Tibshirani. Sparse inverse covariance estimation with the lasso. Biostatistics, 9(3):432-441, 2007.
-
(2007)
Biostatistics
, vol.9
, Issue.3
, pp. 432-441
-
-
Friedman, J.1
Hastie, T.2
Tibshirani, R.3
-
5
-
-
77951455815
-
1- regularized logistic regression
-
P. Ravikumar, M. J. Wainwright, and J. Lafferty. High-dimensional ising model selection using ℓ1-regularized logistic regression. Annals of Statistics, 38(3):1287-1319, 2010.
-
(2010)
Annals of Statistics
, vol.38
, Issue.3
, pp. 1287-1319
-
-
Ravikumar, P.1
Wainwright, M.J.2
Lafferty, J.3
-
6
-
-
84860635352
-
On learning discrete graphical models using groupsparse regularization
-
A. Jalali, P. Ravikumar, V. Vasuki, and S. Sanghavi. On learning discrete graphical models using groupsparse regularization. In Inter. Conf. on AI and Statistics (AISTATS), 14, 2011.
-
(2011)
Inter. Conf. on AI and Statistics (AISTATS)
, vol.14
-
-
Jalali, A.1
Ravikumar, P.2
Vasuki, V.3
Sanghavi, S.4
-
7
-
-
70450277253
-
The nonparanormal: Semiparametric estimation of high dimensional undirected graphs
-
H. Liu, J. Lafferty, and L. Wasserman. The nonparanormal: Semiparametric estimation of high dimensional undirected graphs. The Journal of Machine Learning Research, 10:2295-2328, 2009.
-
(2009)
The Journal of Machine Learning Research
, vol.10
, pp. 2295-2328
-
-
Liu, H.1
Lafferty, J.2
Wasserman, L.3
-
8
-
-
84857070635
-
Copula gaussian graphical models and their application to modeling functional disability data
-
A. Dobra and A. Lenkoski. Copula gaussian graphical models and their application to modeling functional disability data. The Annals of Applied Statistics, 5(2A):969-993, 2011.
-
(2011)
The Annals of Applied Statistics
, vol.5
, Issue.2 A
, pp. 969-993
-
-
Dobra, A.1
Lenkoski, A.2
-
9
-
-
84875151494
-
-
Arxiv preprint arXiv: 1202.2169
-
H. Liu, F. Han, M. Yuan, J. Lafferty, and L. Wasserman. High dimensional semiparametric gaussian copula graphical models. Arxiv preprint arXiv:1202.2169, 2012.
-
(2012)
High Dimensional Semiparametric Gaussian Copula Graphical Models
-
-
Liu, H.1
Han, F.2
Yuan, M.3
Lafferty, J.4
Wasserman, L.5
-
10
-
-
84883365004
-
-
Arxiv preprint arXiv: 1206.6488
-
H. Liu, F. Han, M. Yuan, J. Lafferty, and L. Wasserman. The nonparanormal skeptic. Arxiv preprint arXiv:1206.6488, 2012.
-
(2012)
The Nonparanormal Skeptic
-
-
Liu, H.1
Han, F.2
Yuan, M.3
Lafferty, J.4
Wasserman, L.5
-
11
-
-
0004047518
-
-
Oxford University Press, USA
-
S. L. Lauritzen. Graphical models, volume 17. Oxford University Press, USA, 1996.
-
(1996)
Graphical Models
, vol.17
-
-
Lauritzen, S.L.1
-
13
-
-
0012470756
-
Multivariate binomial and poisson distributionss
-
1951
-
A. S. Krishnamoorthy. Multivariate binomial and poisson distributions. Sankhyā: The Indian Journal of Statistics (1933-1960), 11(2):117-124, 1951.
-
(1933)
Sankhyā: The Indian Journal of Statistics
, vol.11
, Issue.2
, pp. 117-124
-
-
Krishnamoorthy, A.S.1
-
14
-
-
0001441878
-
Estimation for the bivariate poisson distribution
-
P. Holgate. Estimation for the bivariate poisson distribution. Biometrika, 51(1-2):241-287, 1964.
-
(1964)
Biometrika
, vol.51
, Issue.1-2
, pp. 241-287
-
-
Holgate, P.1
-
15
-
-
0037238291
-
An em algorithm for multivariate poisson distribution and related models
-
D. Karlis. An em algorithm for multivariate poisson distribution and related models. Journal of Applied Statistics, 30(1):63-77, 2003.
-
(2003)
Journal of Applied Statistics
, vol.30
, Issue.1
, pp. 63-77
-
-
Karlis, D.1
-
18
-
-
84877773753
-
Graphical models via generalized linear models
-
E. Yang, P. Ravikumar, G. I. Allen, and Z. Liu. Graphical models via generalized linear models. In Neur. Info. Proc. Sys., 25, 2012.
-
(2012)
Neur. Info. Proc. Sys.
, vol.25
-
-
Yang, E.1
Ravikumar, P.2
Allen, G.I.3
Liu, Z.4
-
20
-
-
0031281121
-
Modeling poisson variables with positive spatial dependence
-
M. S. Kaiser and N. Cressie. Modeling poisson variables with positive spatial dependence. Statistics & Probability Letters, 35(4):423-432, 1997.
-
(1997)
Statistics & Probability Letters
, vol.35
, Issue.4
, pp. 423-432
-
-
Kaiser, M.S.1
Cressie, N.2
-
21
-
-
85041132805
-
A spatial filtering specification for the auto-poisson model
-
D. A. Griffith. A spatial filtering specification for the auto-poisson model. Statistics & probability letters, 58(3):245-251, 2002.
-
(2002)
Statistics & Probability Letters
, vol.58
, Issue.3
, pp. 245-251
-
-
Griffith, D.A.1
-
22
-
-
50649089207
-
Rna-seq: An assessment of technical reproducibility and comparison with gene expression arrays
-
J. C. Marioni, C. E. Mason, S. M. Mane, M. Stephens, and Y. Gilad. Rna-seq: an assessment of technical reproducibility and comparison with gene expression arrays. Genome research, 18(9):1509-1517, 2008.
-
(2008)
Genome Research
, vol.18
, Issue.9
, pp. 1509-1517
-
-
Marioni, J.C.1
Mason, C.E.2
Mane, S.M.3
Stephens, M.4
Gilad, Y.5
-
23
-
-
84877028141
-
Comprehensive molecular portraits of human breast tumours
-
Cancer Genome Atlas Research Network
-
Cancer Genome Atlas Research Network. Comprehensive molecular portraits of human breast tumours. Nature, 490(7418):61-70, 2012.
-
(2012)
Nature
, vol.490
, Issue.7418
, pp. 61-70
-
-
-
26
-
-
77950665077
-
Therapeutic silencing of mir-10b inhibits metastasis in a mouse mammary tumor model
-
L. Ma, F. Reinhardt, E. Pan, J. Soutschek, B. Bhat, E. G. Marcusson, J. Teruya-Feldstein, G. W. Bell, and R. A. Weinberg. Therapeutic silencing of mir-10b inhibits metastasis in a mouse mammary tumor model. Nature biotechnology, 28(4):341-347, 2010.
-
(2010)
Nature Biotechnology
, vol.28
, Issue.4
, pp. 341-347
-
-
Ma, L.1
Reinhardt, F.2
Pan, E.3
Soutschek, J.4
Bhat, B.5
Marcusson, E.G.6
Teruya-Feldstein, J.7
Bell, G.W.8
Weinberg, R.A.9
-
27
-
-
78549249846
-
Epigenetically deregulated microrna-375 is involved in a positive feedback loop with estrogen receptor α in breast cancer cells
-
P. de Souza Rocha Simonini, A. Breiling, N. Gupta, M. Malekpour, M. Youns, R. Omranipour, F. Malekpour, S. Volinia, C. M. Croce, H. Najmabadi, et al. Epigenetically deregulated microrna-375 is involved in a positive feedback loop with estrogen receptor α in breast cancer cells. Cancer research, 70(22):9175-9184, 2010.
-
(2010)
Cancer Research
, vol.70
, Issue.22
, pp. 9175-9184
-
-
De Souza Rocha Simonini, P.1
Breiling, A.2
Gupta, N.3
Malekpour, M.4
Youns, M.5
Omranipour, R.6
Malekpour, F.7
Volinia, S.8
Croce, C.M.9
Najmabadi, H.10
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