Regularization Paths for Cox's Proportional Hazards Model via Coordinate Descent.
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Trevor Hastie | Noah Simon | Jerome Friedman | Rob Tibshirani | R. Tibshirani | T. Hastie | J. Friedman | N. Simon
[1] David R. Cox,et al. Regression models and life tables (with discussion , 1972 .
[2] R. Tibshirani,et al. Generalized Additive Models , 1991 .
[3] J. Meulman,et al. Prediction accuracy and stability of regression optimal scaling transformations , 1996 .
[4] R. Tibshirani. Regression Shrinkage and Selection via the Lasso , 1996 .
[5] R. Tibshirani. The lasso method for variable selection in the Cox model. , 1997, Statistics in medicine.
[6] M. Kenward,et al. Contribution to the discussion of the paper by Diggle, Tawn and Moyeed , 1998 .
[7] Ash A. Alizadeh,et al. Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling , 2000, Nature.
[8] M. Stumpf,et al. Contribution to the discussion of the paper by Wilson, Weale and Balding: "Inferences from DNA data: population histories, evolutionary processes and forensic match probabilities" , 2003 .
[9] R. Tibshirani,et al. Least angle regression , 2004, math/0406456.
[10] Jiang Gui,et al. Penalized Cox regression analysis in the high-dimensional and low-sample size settings, with applications to microarray gene expression data , 2005, Bioinform..
[11] H. Zou,et al. Regularization and variable selection via the elastic net , 2005 .
[12] Mee Young Park,et al. L 1-regularization path algorithm for generalized linear models , 2006 .
[13] L. V. van't Veer,et al. Cross‐validated Cox regression on microarray gene expression data , 2006, Statistics in medicine.
[14] R. Tibshirani,et al. PATHWISE COORDINATE OPTIMIZATION , 2007, 0708.1485.
[15] Yang Jing. L1 Regularization Path Algorithm for Generalized Linear Models , 2008 .
[16] K. Lange,et al. Coordinate descent algorithms for lasso penalized regression , 2008, 0803.3876.
[17] Jan de Leeuw,et al. Journal of Statistical Software , 2009 .
[18] Trevor Hastie,et al. Regularization Paths for Generalized Linear Models via Coordinate Descent. , 2010, Journal of statistical software.
[19] J. Goeman. L1 Penalized Estimation in the Cox Proportional Hazards Model , 2009, Biometrical journal. Biometrische Zeitschrift.
[20] D.,et al. Regression Models and Life-Tables , 2022 .