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Volumn , Issue , 2014, Pages 497-505

In praise of sparsity and convexity

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EID: 85108318443     PISSN: None     EISSN: None     Source Type: Book    
DOI: None     Document Type: Chapter
Times cited : (9)

References (23)
  • 3
    • 34548275795 scopus 로고    scopus 로고
    • The dantzig selector: Statistical estimation when p is much larger than
    • Candès, E.J. and Tao, T. (2007). The Dantzig selector: Statistical estimation when p is much larger than n. The Annals of Statistics, 35: 2313-2351.
    • (2007) N. the Annals of Statistics , vol.35 , pp. 2313-2351
    • Candès, E.J.1    Tao, T.2
  • 5
    • 29144491203 scopus 로고    scopus 로고
    • Technical Report, Statistics Department, Stanford University, Stanford, CA
    • Donoho, D.L. (2004). Compressed Sensing. Technical Report, Statistics Department, Stanford University, Stanford, CA. www-stat.stanford.edu/~donoho/Reports/2004/CompressedSensing091604.pdf
    • (2004) Compressed Sensing
    • Donoho, D.L.1
  • 12
  • 17
    • 79954994522 scopus 로고    scopus 로고
    • The solution path of the generalized lasso
    • Tibshirani, R.J. and Taylor, J. (2011). The solution path of the generalized lasso. The Annals of Statistics, 39:1335-1371.
    • (2011) The Annals of Statistics , vol.39 , pp. 1335-1371
    • Tibshirani, R.J.1    Taylor, J.2
  • 19
    • 70149096300 scopus 로고    scopus 로고
    • A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis
    • Witten, D.M., Tibshirani, R.J., and Hastie, T.J. (2009). A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis. Biometrika, 10:515-534.
    • (2009) Biometrika , vol.10 , pp. 515-534
    • Witten, D.M.1    Tibshirani, R.J.2    Hastie, T.J.3
  • 20
    • 33645035051 scopus 로고    scopus 로고
    • Model selection and estimation in regression with grouped variables
    • Yuan, M. and Lin, Y. (2007a). Model selection and estimation in regression with grouped variables. Journal of the Royal Statistical Society, Series B, 68:49-67.
    • (2007) Journal of the Royal Statistical Society, Series B , vol.68 , pp. 49-67
    • Yuan, M.1    Lin, Y.2
  • 21
    • 33947115409 scopus 로고    scopus 로고
    • Model selection and estimation in the gaussian graphical model
    • Yuan, M. and Lin, Y. (2007b). 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.