plsRcox-package | Partial least squares Regression for Cox models and related techniques |
coxDKplsDR | Fitting a Direct Kernel PLS model on the (Deviance) Residuals |
coxDKplsDR.default | Fitting a Direct Kernel PLS model on the (Deviance) Residuals |
coxDKplsDR.formula | Fitting a Direct Kernel PLS model on the (Deviance) Residuals |
coxpls | Fitting a Cox-Model on PLSR components |
coxpls.default | Fitting a Cox-Model on PLSR components |
coxpls.formula | Fitting a Cox-Model on PLSR components |
coxpls2 | Fitting a Cox-Model on PLSR components |
coxpls2.default | Fitting a Cox-Model on PLSR components |
coxpls2.formula | Fitting a Cox-Model on PLSR components |
coxplsDR | Fitting a PLSR model on the (Deviance) Residuals |
coxplsDR.default | Fitting a PLSR model on the (Deviance) Residuals |
coxplsDR.formula | Fitting a PLSR model on the (Deviance) Residuals |
coxplsDR2 | Fitting a PLSR model on the (Deviance) Residuals |
coxplsDR2.default | Fitting a PLSR model on the (Deviance) Residuals |
coxplsDR2.formula | Fitting a PLSR model on the (Deviance) Residuals |
cox_glcoxph_supp_vals_KM | Demo dataset |
cox_glcoxph_supp_vals_KM_micro | Demo dataset |
cox_glcoxph_supp_vals_NNE | Demo dataset |
cox_glcoxph_supp_vals_NNE_micro | Demo dataset |
cox_pls2_supp_vals_KM | Demo dataset |
cox_pls2_supp_vals_KM_micro | Demo dataset |
cox_pls2_supp_vals_NNE | Demo dataset |
cox_pls2_supp_vals_NNE_micro | Demo dataset |
cox_plsDR2_supp_vals_KM | Demo dataset |
cox_plsDR2_supp_vals_KM_micro | Demo dataset |
cox_plsDR2_supp_vals_NNE | Demo dataset |
cox_plsDR2_supp_vals_NNE_micro | Demo dataset |
DR_coxph | (Deviance) Residuals Computation |
larsDR_coxph | Fitting a LASSO/LARS model on the (Deviance) Residuals |
larsDR_coxph.default | Fitting a LASSO/LARS model on the (Deviance) Residuals |
larsDR_coxph.formula | Fitting a LASSO/LARS model on the (Deviance) Residuals |
lars_supp_vals_KM | Demo dataset |
lars_supp_vals_KM_micro | Demo dataset |
lars_supp_vals_NNE | Demo dataset |
lars_supp_vals_NNE_micro | Demo dataset |
micro.censure | Microsat features and survival times |
plsRcox | Partial least squares Regression for Cox models and related techniques |
Xmicro.censure_compl_imp | Imputed Microsat features |