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Volumn 39, Issue 8-9, 2010, Pages 1643-1654

A localization approach to improve iterative proportional scaling in gaussian graphical models

Author keywords

Chordal extension; Chordal graph; Covariance selection; Maximum likelihood

Indexed keywords

CHORDAL EXTENSION; CHORDAL GRAPHS; COMPUTATIONAL COSTS; EFFICIENT IMPLEMENTATION; GAUSSIANS; GRAPHICAL MODEL; NUMERICAL EXPERIMENTS; SCALING PROCEDURES;

EID: 77952004703     PISSN: 03610926     EISSN: 1532415X     Source Type: Journal    
DOI: 10.1080/03610920802238662     Document Type: Conference Paper
Times cited : (8)

References (22)
  • 1
    • 0035964959 scopus 로고    scopus 로고
    • An implementation of the iterative proportional fitting procecure by propagation trees
    • Badsberg, J. H., Malvestuto, F. M. (2001). An implementation of the iterative proportional fitting procecure by propagation trees. Comput. Stat. Data. Anal. 37:297-322.
    • (2001) Comput. Stat. Data. Anal. , vol.37 , pp. 297-322
    • Badsberg, J.H.1    Malvestuto, F.M.2
  • 3
    • 0000546609 scopus 로고
    • I-divergence geometry of probability distributions and minimization problems
    • Csiszár, I. (1975). I-divergence geometry of probability distributions and minimization problems. Ann. Probab. 3:146-158.
    • (1975) Ann. Probab. , vol.3 , pp. 146-158
    • Csiszár, I.1
  • 4
    • 47249127654 scopus 로고    scopus 로고
    • Covariance selection for nonchordal graphs via chordal embedding
    • Dahl, J., Vandenberghe, L., Roychowdhury, V. (2008). Covariance selection for nonchordal graphs via chordal embedding. Optim. Meth. Software 23:510-520.
    • (2008) Optim. Meth. Software , vol.23 , pp. 510-520
    • Dahl, J.1    Vandenberghe, L.2    Roychowdhury, V.3
  • 5
    • 0000695960 scopus 로고
    • On a least squares adjustment of a sampled frequency table when the expected marginal totals are known
    • Deming, W. E., Stephan, F. F. (1940). On a least squares adjustment of a sampled frequency table when the expected marginal totals are known. Ann. Math. Stat. 11:427-444.
    • (1940) Ann. Math. Stat , vol.11 , pp. 427-444
    • Deming, W.E.1    Stephan, F.F.2
  • 6
    • 0001038826 scopus 로고
    • Covariance selection
    • Dempster, A. P. (1972). Covariance selection. Biometrics 28:157-175.
    • (1972) Biometrics , vol.28 , pp. 157-175
    • Dempster, A.P.1
  • 9
    • 44649199301 scopus 로고    scopus 로고
    • Graphical methods for efficient likelihood inference in Gaussian covariance models
    • Drton, M., Richardson, T. S. (2008). Graphical methods for efficient likelihood inference in Gaussian covariance models. Machine Learning Research 9:893-914.
    • (2008) Machine Learning Research , vol.9 , pp. 893-914
    • Drton, M.1    Richardson, T.S.2
  • 11
    • 0001489493 scopus 로고
    • An iterative procedure for estimation in contingency tables
    • Fienberg, S. E. (1970). An iterative procedure for estimation in contingency tables. Ann. Math. Stat. 41:907-917.
    • (1970) Ann. Math. Stat , vol.41 , pp. 907-917
    • Fienberg, S.E.1
  • 12
    • 0035238840 scopus 로고    scopus 로고
    • Exploiting sparcity in semidefinite programming via matrix completion I: General framework
    • Fukuda, M., Kojima, H., Murota, K., Nakata, K. (2000). Exploiting sparcity in semidefinite programming via matrix completion I: General framework. SIAM J. Optim. 11:647-674.
    • (2000) SIAM J. Optim. , vol.11 , pp. 647-674
    • Fukuda, M.1    Kojima, H.2    Murota, K.3    Nakata, K.4
  • 13
    • 0014256178 scopus 로고
    • Contingency table with given marginal
    • Ireland, C. T., Kulback, S. (1968). Contingency table with given marginal. Biometrika 55:179-188.
    • (1968) Biometrika , vol.55 , pp. 179-188
    • Ireland, C.T.1    Kulback, S.2
  • 14
    • 0003568668 scopus 로고
    • Solution of the marginal problem and decomposable solutions
    • Jiroušek, R. (1991). Solution of the marginal problem and decomposable solutions. Kybernetika 27:403-412.
    • (1991) Kybernetika , vol.27 , pp. 403-412
    • Jiroušek, R.1
  • 15
    • 0003641246 scopus 로고
    • On the effective implementation of the iterative proportional fitting procedure
    • Jiroušek, R., Přeučil, S. (1995). On the effective implementation of the iterative proportional fitting procedure. Comput. Stat. Data. Anal. 19:177-189.
    • (1995) Comput. Stat. Data. Anal. , vol.19 , pp. 177-189
    • Jiroušek, R.1    Přeučil, S.2
  • 16
  • 17
    • 0002645829 scopus 로고
    • Optimal decomposition by clique separators
    • Leimer, H. G. (1993). Optimal decomposition by clique separators. Discrete Math. 113:99-123.
    • (1993) Discrete Math. , vol.113 , pp. 99-123
    • Leimer, H.G.1
  • 18
    • 33645568358 scopus 로고    scopus 로고
    • Gradient directed regularization for sparse Gaussian concentration graphs, with applications to inference of genetic network
    • Li, H., Gui, J. (2006). Gradient directed regularization for sparse Gaussian concentration graphs, with applications to inference of genetic network. Biostatistics 7:302-317.
    • (2006) Biostatistics , vol.7 , pp. 302-317
    • Li, H.1    Gui, J.2
  • 19
    • 0042209519 scopus 로고    scopus 로고
    • Decomposition of a hypergraph by partial-edge separators
    • Malvestuto, F. M., Moscarini, M. (2000). Decomposition of a hypergraph by partial-edge separators. Theor. Comput. Sci. 237:57-79.
    • (2000) Theor. Comput. Sci. , vol.237 , pp. 57-79
    • Malvestuto, F.M.1    Moscarini, M.2
  • 20
    • 0002892530 scopus 로고
    • A graph theoretic study of the numerical solution of sparse positive definite
    • In: Read, R. C., ed, New York: Academic Press
    • Rose, J. D. (1971). A graph theoretic study of the numerical solution of sparse positive definite. In: Read, R. C., ed. Graph Theory and Computing. New York: Academic Press, pp. 183-217.
    • (1971) Graph Theory and Computing , pp. 183-217
    • Rose, J.D.1
  • 21
    • 0001568882 scopus 로고
    • Gaussian Markov distribution over finite graphs
    • Speed, T. P., Kiiveri, H. T. (1986). Gaussian Markov distribution over finite graphs. Ann. Stat. 14:138-150.
    • (1986) Ann. Stat , vol.14 , pp. 138-150
    • Speed, T.P.1    Kiiveri, H.T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.