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Volumn 9, Issue 3, 2008, Pages 432-441

Sparse inverse covariance estimation with the graphical lasso

Author keywords

Gaussian covariance; Graphical model; L1; Lasso

Indexed keywords

ALGORITHM; ANIMAL; ARTICLE; ARTIFICIAL NEURAL NETWORK; BIOMETRY; HUMAN; METHODOLOGY; PROTEOMICS; REFERENCE VALUE; REGRESSION ANALYSIS; SAMPLE SIZE; SIGNAL TRANSDUCTION; STATISTICAL ANALYSIS; STATISTICAL MODEL; TIME;

EID: 45849134070     PISSN: 14654644     EISSN: 14684357     Source Type: Journal    
DOI: 10.1093/biostatistics/kxm045     Document Type: Article
Times cited : (5005)

References (9)
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    • 45849153944 scopus 로고    scopus 로고
    • BANERJEE, O., GHAOUI, L. E. AND D'ASPREMONT, A. (2007). Model selection through sparse maximum likelihood estimation. Journal of Machine Learning Research 101 (to appear).
    • BANERJEE, O., GHAOUI, L. E. AND D'ASPREMONT, A. (2007). Model selection through sparse maximum likelihood estimation. Journal of Machine Learning Research 101 (to appear).
  • 5
    • 33747163541 scopus 로고    scopus 로고
    • High dimensional graphs and variable selection with the lasso
    • MEINSHAUSEN, N. AND BÜHLMANN, P. (2006). High dimensional graphs and variable selection with the lasso. Annals of Statistics 34, 1436-1462.
    • (2006) Annals of Statistics , vol.34 , pp. 1436-1462
    • MEINSHAUSEN, N.1    BÜHLMANN, P.2
  • 6
    • 17644427718 scopus 로고    scopus 로고
    • 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
  • 8
    • 42649131261 scopus 로고    scopus 로고
    • Coordinate descent procedures for lasso penalized regression
    • WU, T. AND LANGE, K. (2007). Coordinate descent procedures for lasso penalized regression. Annals of Applied Statistics 3.
    • (2007) Annals of Applied Statistics , vol.3
    • WU, T.1    LANGE, K.2
  • 9
    • 33947115409 scopus 로고    scopus 로고
    • Model selection and estimation in the gaussian graphical model
    • YUAN, M. AND LIN, Y. (2007). Model selection and estimation in the gaussian graphical model. Biometrika 94, 19-35.
    • (2007) Biometrika , vol.94 , pp. 19-35
    • YUAN, M.1    LIN, Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.