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Volumn 35, Issue 6, 2007, Pages 2352-2357

Discussion: The dantzig selector: Statistical estimation when p is much larger than n

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EID: 50849132901     PISSN: 00905364     EISSN: None     Source Type: Journal    
DOI: 10.1214/009053607000000424     Document Type: Note
Times cited : (21)

References (11)
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    • BICKEL, P., RITOV, Y. and ZAKAI, A. (2006). Some theory for generalized boosting algorithms. J. Much. Learn. Res. 7 705-732. MR2274384
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    • BICKEL, P.1    RITOV, Y.2    ZAKAI, A.3
  • 2
    • 38049043619 scopus 로고    scopus 로고
    • Aggregation for Gaussian regression
    • MR2351101
    • BUNEA, F., TSYBAKOV, A. B. and WEGKAMP, M. H. (2007). Aggregation for Gaussian regression. Ann. Statist. 35 1674-1697. MR2351101
    • (2007) Ann. Statist , vol.35 , pp. 1674-1697
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  • 3
    • 34548275795 scopus 로고    scopus 로고
    • The Dantzig selector: Statistical estimation when p is much larger than n
    • CANDÈS, E. J. and TAO, T. (2007). The Dantzig selector: Statistical estimation when p is much larger than n. Ann. Statist. 35 2313-2351.
    • (2007) Ann. Statist , vol.35 , pp. 2313-2351
    • CANDÈS, E.J.1    TAO, T.2
  • 4
    • 33646365077 scopus 로고    scopus 로고
    • 1-norm solution is also the sparsest solution
    • MR2217606
    • 1-norm solution is also the sparsest solution. Comm. Pure Appl. Math. 59 797-829. MR2217606
    • (2006) Comm. Pure Appl. Math , vol.59 , pp. 797-829
    • DONOHO, D.L.1
  • 5
    • 0041958932 scopus 로고
    • Ideal spatial adaptation by wavelet shrinkage
    • MR1311089
    • DONOHO, D. L. and JOHNSTONE, I. M. (1994). Ideal spatial adaptation by wavelet shrinkage. Biometrika 81 425-455. MR1311089
    • (1994) Biometrika , vol.81 , pp. 425-455
    • DONOHO, D.L.1    JOHNSTONE, I.M.2
  • 6
    • 50849112496 scopus 로고    scopus 로고
    • FAN, J. and LV, J. (2006). Sure independence screening for ultra-high dimensional feature space. Unpublished manuscript. Available at arxiv.org/abs/math/0612857.
    • FAN, J. and LV, J. (2006). Sure independence screening for ultra-high dimensional feature space. Unpublished manuscript. Available at arxiv.org/abs/math/0612857.
  • 8
    • 0034287156 scopus 로고    scopus 로고
    • Asymptotics for lasso-type estimators
    • MR 1805787
    • KNIGHT, K. and FU, W. (2000). Asymptotics for lasso-type estimators. Ann. Statist. 28 1356-1378. MR 1805787
    • (2000) Ann. Statist , vol.28 , pp. 1356-1378
    • KNIGHT, K.1    FU, W.2
  • 9
    • 50849090698 scopus 로고    scopus 로고
    • Lasso-type recovery of sparse representations for highdimensional data
    • To appear
    • MEINSHAUSEN, N. and YU, B. (2007). Lasso-type recovery of sparse representations for highdimensional data. Ann. Statist. To appear.
    • (2007) Ann. Statist
    • MEINSHAUSEN, N.1    YU, B.2
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    • Model selection with the Lasso
    • To appear
    • ZHAO, P. and YU, B. (2007). Model selection with the Lasso. J. Much. Learn. Res. To appear.
    • (2007) J. Much. Learn. Res
    • ZHAO, P.1    YU, B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.