Partial least squares Regression for Cox models and related techniques


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Documentation for package ‘plsRcox’ version 0.7.6

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plsRglm-package Partial least squares Regression for generalized linear models
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
coxDKsplsDR Fitting a Direct Kernel sPLSR model on the (Deviance) Residuals
coxDKsplsDR.default Fitting a Direct Kernel sPLSR model on the (Deviance) Residuals
coxDKsplsDR.formula Fitting a Direct Kernel sPLSR 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
coxsplsDR Fitting a sPLSR model on the (Deviance) Residuals
coxsplsDR.default Fitting a sPLSR model on the (Deviance) Residuals
coxsplsDR.formula Fitting a sPLSR model on the (Deviance) Residuals
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
micro.censure Microsat features and survival times
plsRcox Partial least squares Regression generalized linear models
plsRcoxmodel.default Partial least squares Regression generalized linear models
plsRcoxmodel.formula Partial least squares Regression generalized linear models
predict.plsRcoxmodel Print method for plsRcox models
print.plsRcoxmodel Print method for plsRcox models
print.summary.plsRcoxmodel Print method for summaries of plsRcox models
summary.plsRcoxmodel Summary method for plsRcox models
Xmicro.censure_compl_imp Imputed Microsat features