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Volumn 58, Issue 12, 2014, Pages 1-23

Regularization paths for conditional logistic regression: The clogitL1 package

Author keywords

Conditional logistic regression; Cyclic coordinate descent; Elastic net; Lasso; Sequential strong rules

Indexed keywords


EID: 84946219650     PISSN: 15487660     EISSN: None     Source Type: Journal    
DOI: 10.18637/jss.v058.i12     Document Type: Article
Times cited : (46)

References (16)
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  • 4
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    • Regularization Paths for Generalized Linear Models via Coordinate Descent
    • Friedman J, Hastie T, Tibshirani R (2010). “Regularization Paths for Generalized Linear Models via Coordinate Descent." Journal of Statistical Software, 33(1), 1-22. URL http://www.jstatsoft.org/v33/i01/.
    • (2010) Journal of Statistical Software , vol.33 , Issue.1 , pp. 1-22
    • Friedman, J.1    Hastie, T.2    Tibshirani, R.3
  • 6
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    • Likelihood Calculations for Matched Case- Control Studies and Survival Studies Tied to Death Times
    • Gail MH, Lubin JH, Rubenstein LV (1981). “Likelihood Calculations for Matched Case- Control Studies and Survival Studies Tied to Death Times." Biometrika, 68(3), 703-707.
    • (1981) Biometrika , vol.68 , Issue.3 , pp. 703-707
    • Gail, M.H.1    Lubin, J.H.2    Rubenstein, L.V.3
  • 8
    • 77952568988 scopus 로고    scopus 로고
    • L1 Penalized Estimation in the Cox Proportional Hazards Model
    • Goeman JJ (2010). “L1 Penalized Estimation in the Cox Proportional Hazards Model." Biometrical Journal, 52(1), 70-84.
    • (2010) Biometrical Journal , vol.52 , Issue.1 , pp. 70-84
    • Goeman, J.J.1
  • 9
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    • A New Algorithm for Matched Case-Control Studies with Applications to Additive Models
    • Hastie T, Pregibon D (1988). “A New Algorithm for Matched Case-Control Studies with Applications to Additive Models." Technical report, ATT Bell Laboratories.
    • (1988) Technical Report, ATT Bell Laboratories
    • Hastie, T.1    Pregibon, D.2
  • 10
    • 84907095419 scopus 로고    scopus 로고
    • R: A Language and Environment for Statistical Computing
    • R Core Team, Vienna, Austria
    • R Core Team (2014). R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria. URL http://www.R-project.org/.
    • (2014) R Foundation for Statistical Computing
  • 12
    • 79952934063 scopus 로고    scopus 로고
    • Regularization Paths for Cox's Proportional Hazards Model via Coordinate Descent
    • Simon N, Friedman J, Hastie T, Tibshirani R (2011). “Regularization Paths for Cox's Proportional Hazards Model via Coordinate Descent." Journal of Statistical Software, 39(5), 1-13. URL http://www.jstatsoft.org/v39/i05/.
    • (2011) Journal of Statistical Software , vol.39 , Issue.5 , pp. 1-13
    • Simon, N.1    Friedman, J.2    Hastie, T.3    Tibshirani, R.4
  • 15
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    • Coordinate Descent Procedures for Lasso Penalized Regression
    • Wu T, Lange K (2008). “Coordinate Descent Procedures for Lasso Penalized Regression." The Annals of Applied Statistics, 2(1), 224-244.
    • (2008) The Annals of Applied Statistics , vol.2 , Issue.1 , pp. 224-244
    • Wu, T.1    Lange, K.2
  • 16
    • 16244401458 scopus 로고    scopus 로고
    • Regularization and Variable Selection via the Elastic Net
    • Zou H, Hastie T (2005). “Regularization and Variable Selection via the Elastic Net." Journal of the Royal Statistical Society B, 67(2), 301-320.
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    • Zou, H.1    Hastie, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.