Partial least squares Regression for Cox models and related techniques


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Documentation for package ‘plsRcox’ version 0.2.0

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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