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Volumn 2, Issue 2, 2010, Pages 68-73

Spikeslab: Prediction and variable selection using spike and slab regression

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EID: 84868337498     PISSN: None     EISSN: 20734859     Source Type: Journal    
DOI: 10.32614/rj-2010-018     Document Type: Article
Times cited : (30)

References (14)
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    • T.T. Cai. and J. Lv. Discussion: The Dantzig selector: statistical estimation when p is much larger than n. Ann. Statist., 35:2365, 2007.
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    • Cai, T.T.1    Lv, J.2
  • 3
    • 53849086824 scopus 로고    scopus 로고
    • Sure independence screening for ultra-high dimensional feature space
    • J. Fan and J. Lv. Sure independence screening for ultra-high dimensional feature space. J. Royal Statist. Soc. B, 70(5):849-911, 2008.
    • (2008) J. Royal Statist. Soc. B , vol.70 , Issue.5 , pp. 849-911
    • Fan, J.1    Lv, J.2
  • 6
    • 84942484786 scopus 로고
    • Ridge regression: Biased estimation for nonorthogonal problems
    • A.E. Hoerl and R.W. Kennard. Ridge regression: Biased estimation for nonorthogonal problems. Technometrics, 12:55-67, 1970.
    • (1970) Technometrics , vol.12 , pp. 55-67
    • Hoerl, A.E.1    Kennard, R.W.2
  • 7
    • 84942487147 scopus 로고
    • Ridge regression: Applications to nonorthogonal problems (Corr: V12 p723)
    • A.E. Hoerl and R.W. Kennard. Ridge regression: Applications to nonorthogonal problems (Corr: V12 p723). Technometrics, 12:69-82, 1970.
    • (1970) Technometrics , vol.12 , pp. 69-82
    • Hoerl, A.E.1    Kennard, R.W.2
  • 8
    • 22944460748 scopus 로고    scopus 로고
    • Spike and slab variable selection: frequentist and Bayesian strategies
    • H. Ishwaran and J.S. Rao. Spike and slab variable selection: frequentist and Bayesian strategies. Ann. Statist., 33:730-773, 2005.
    • (2005) Ann. Statist. , vol.33 , pp. 730-773
    • Ishwaran, H.1    Rao, J.S.2
  • 9
    • 84883345945 scopus 로고    scopus 로고
    • Generalized ridge regression: geometry and computational solutions when p is larger than n
    • H. Ishwaran and J.S. Rao. Generalized ridge regression: geometry and computational solutions when p is larger than n. Manuscript, 2010.
    • (2010) Manuscript
    • Ishwaran, H.1    Rao, J.S.2
  • 12
    • 0000130839 scopus 로고
    • Bayesian variable selection in linear regression
    • T.J. Mitchell and J.J. Beauchamp. Bayesian variable selection in linear regression. J. Amer. Stat. Assoc., 83:1023-1036, 1988.
    • (1988) J. Amer. Stat. Assoc. , vol.83 , pp. 1023-1036
    • Mitchell, T.J.1    Beauchamp, J.J.2
  • 14
    • 16244401458 scopus 로고    scopus 로고
    • Regularization and variable selection via the elastic net
    • H. Zou and T. Hastie. Regularization and variable selection via the elastic net. J. Royal Statist. Soc. B, 67(2):301-320, 2005.
    • (2005) J. Royal Statist. Soc. B , vol.67 , Issue.2 , pp. 301-320
    • Zou, H.1    Hastie, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.