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Volumn 107, Issue 499, 2012, Pages 1129-1139

Feature screening via distance correlation learning

Author keywords

Sure independence screening; Sure screening property; Ultrahigh dimensionality; Variable selection

Indexed keywords


EID: 84870718773     PISSN: 01621459     EISSN: 1537274X     Source Type: Journal    
DOI: 10.1080/01621459.2012.695654     Document Type: Article
Times cited : (633)

References (30)
  • 3
    • 34548275795 scopus 로고    scopus 로고
    • The Dantzig Selector: Statistical Estimation When p is Much Larger Than n (with discussion)
    • [1129]
    • Candes, E., and Tao, T. (2007), "The Dantzig Selector: Statistical Estimation When p is Much Larger Than n" (with discussion), The Annals of Statistics, 35, 2313-2404. [1129]
    • (2007) The Annals of Statistics , vol.35 , pp. 2313-2404
    • Candes, E.1    Tao, T.2
  • 6
    • 35348890683 scopus 로고    scopus 로고
    • On Testing the Significance of Sets of Genes
    • [1130]
    • Efron, B., and Tibshirani, R. (2007), "On Testing the Significance of Sets of Genes," The Annals of Applied Statistics, 1, 107-129. [1130]
    • (2007) The Annals of Applied Statistics , vol.1 , pp. 107-129
    • Efron, B.1    Tibshirani, R.2
  • 7
    • 79960138168 scopus 로고    scopus 로고
    • Nonparametric Independence Screening in Sparse Ultra-High Dimensional Additive Models
    • [1129,1130]
    • Fan, J., Feng, Y., and Song, R. (2011), "Nonparametric Independence Screening in Sparse Ultra-High Dimensional Additive Models," Journal of the American Statistical Association, 106, 544-557. [1129,1130]
    • (2011) Journal of the American Statistical Association , vol.106 , pp. 544-557
    • Fan, J.1    Feng, Y.2    Song, R.3
  • 8
    • 1542784498 scopus 로고    scopus 로고
    • Variable Selection via Nonconcave Penalized Likelihood and Its Oracle Properties
    • [1129]
    • Fan, J., and Li, R. (2001), "Variable Selection via Nonconcave Penalized Likelihood and Its Oracle Properties," Journal of the American Statistical Association, 96, 1348-1360. [1129]
    • (2001) Journal of the American Statistical Association , vol.96 , pp. 1348-1360
    • Fan, J.1    Li, R.2
  • 9
    • 53849086824 scopus 로고    scopus 로고
    • Sure Independence Screening for Ultrahigh Dimensional Feature Space" (with discussion)
    • [1129,1130,1131,1132,1133,1136]
    • Fan, J., and Lv, J. (2008), "Sure Independence Screening for Ultrahigh Dimensional Feature Space" (with discussion), Journal of the Royal Statistical Society, Series B, 70, 849-911. [1129,1130,1131,1132,1133,1136]
    • (2008) Journal of the Royal Statistical Society, Series B , vol.70 , pp. 849-911
    • Fan, J.1    Lv, J.2
  • 10
    • 70449440300 scopus 로고    scopus 로고
    • Ultrahigh Dimensional Feature Selection: Beyond the Linear Model
    • [1129,1130]
    • Fan, J., Samworth, R., and Wu, Y. (2009), "Ultrahigh Dimensional Feature Selection: Beyond the Linear Model," Journal of Machine Learning Research, 10, 1829-1853. [1129,1130]
    • (2009) Journal of Machine Learning Research , vol.10 , pp. 1829-1853
    • Fan, J.1    Samworth, R.2    Wu, Y.3
  • 11
    • 78650168263 scopus 로고    scopus 로고
    • Sure Independence Screening in Generalized Linear Models With NP-Dimensionality
    • [1129,1130]
    • Fan, J., and Song, R. (2010), "Sure Independence Screening in Generalized Linear Models With NP-Dimensionality," The Annals of Statistics, 38, 3567-3604. [1129,1130]
    • (2010) The Annals of Statistics , vol.38 , pp. 3567-3604
    • Fan, J.1    Song, R.2
  • 12
    • 68849084522 scopus 로고    scopus 로고
    • UsingGeneralized Correlation to Effect Variable Selection in Very High Dimensional Problems
    • [1129,1133,1136]
    • Hall, P., and Miller, H. (2009), "UsingGeneralized Correlation to Effect Variable Selection in Very High Dimensional Problems," Journal of Computational and Graphical Statistics, 18, 533-550. [1129,1133,1136]
    • (2009) Journal of Computational and Graphical Statistics , vol.18 , pp. 533-550
    • Hall, P.1    Miller, H.2
  • 13
    • 84864946789 scopus 로고    scopus 로고
    • UPS Delivers Optimal Phase Diagram in High Dimensional Variable Selection
    • [1129]
    • Ji, P., and Jin, J. (2012), "UPS Delivers Optimal Phase Diagram in High Dimensional Variable Selection," The Annals of Statistics, 40, 73-103. [1129]
    • (2012) The Annals of Statistics , vol.40 , pp. 73-103
    • Ji, P.1    Jin, J.2
  • 15
  • 21
    • 50849124115 scopus 로고    scopus 로고
    • Measuring and Testing Dependence by Correlation of Distances
    • [1129,1130,1131]
    • Székely, G. J., Rizzo, M. L., and Bakirov, N. K. (2007), "Measuring and Testing Dependence by Correlation of Distances," The Annals of Statistics, 35, 2769-2794. [1129,1130,1131]
    • (2007) The Annals of Statistics , vol.35 , pp. 2769-2794
    • Székely, G.J.1    Rizzo, M.L.2    Bakirov, N.K.3
  • 24
    • 74049114100 scopus 로고    scopus 로고
    • Forward Regression for Ultra-High Dimensional Variable Screening
    • [1130,1131]
    • Wang, H. (2009), "Forward Regression for Ultra-High Dimensional Variable Screening," Journal of the American Statistical Association, 104, 1512-1524. [1130,1131]
    • (2009) Journal of the American Statistical Association , vol.104 , pp. 1512-1524
    • Wang, H.1
  • 25
    • 84855995501 scopus 로고    scopus 로고
    • Principled Sure Independence Screening for Cox Models With Ultra-High-Dimensional Covariates
    • [1136]
    • Zhao, S. D., and Li, Y. (2012), "Principled Sure Independence Screening for Cox Models With Ultra-High-Dimensional Covariates," Journal of Multivariate Analysis, 105, 397-411. [1136]
    • (2012) Journal of Multivariate Analysis , vol.105 , pp. 397-411
    • Zhao, S.D.1    Li, Y.2
  • 26
    • 84862928752 scopus 로고    scopus 로고
    • Model-Free Feature Screening for Ultrahigh Dimensional Data
    • [1129,1132,1136]
    • Zhu, L. P., Li, L., Li, R., and Zhu, L. X. (2011), "Model-Free Feature Screening for Ultrahigh Dimensional Data," Journal of the American Statistical Association, 106, 1464-1475. [1129,1132,1136]
    • (2011) Journal of the American Statistical Association , vol.106 , pp. 1464-1475
    • Zhu, L.P.1    Li, L.2    Li, R.3    Zhu, L.X.4
  • 27
    • 33846114377 scopus 로고    scopus 로고
    • The Adaptive Lasso and Its Oracle Properties
    • [1129]
    • Zou, H. (2006), "The Adaptive Lasso and Its Oracle Properties," Journal of the American Statistical Association, 101, 1418-1429. [1129]
    • (2006) Journal of the American Statistical Association , vol.101 , pp. 1418-1429
    • Zou, H.1
  • 28
    • 16244401458 scopus 로고    scopus 로고
    • Regularization and Variable Selection via the Elastic Net
    • [1129]
    • Zou, H., and Hastie, T. (2005), "Regularization and Variable Selection via the Elastic Net," Journal of the Royal Statistical Society, Series B, 67, 301-320. [1129]
    • (2005) Journal of the Royal Statistical Society, Series B , vol.67 , pp. 301-320
    • Zou, H.1    Hastie, T.2
  • 29
    • 51049104549 scopus 로고    scopus 로고
    • One-Step Sparse Estimates in Nonconcave Penalized Likelihood Models
    • [1129]
    • Zou, H., and Li, R. (2008), "One-Step Sparse Estimates in Nonconcave Penalized Likelihood Models," The Annals of Statistics, 36, 1509-1533. [1129]
    • (2008) The Annals of Statistics , vol.36 , pp. 1509-1533
    • Zou, H.1    Li, R.2
  • 30
    • 62549126570 scopus 로고    scopus 로고
    • On the Adaptive Elastic-Net With a Diverging Number of Parameters
    • [1129]
    • Zou, H., and Zhang, H. H. (2009), "On the Adaptive Elastic-Net With a Diverging Number of Parameters," The Annals of Statistics, 37, 1733-1751. [1129]
    • (2009) The Annals of Statistics , vol.37 , pp. 1733-1751
    • Zou, H.1    Zhang, H.H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.