All functions

DKplsRcox() DKplsRcoxmodel()

Partial least squares Regression generalized linear models

DR_coxph()

(Deviance) Residuals Computation

Xmicro.censure_compl_imp

Imputed Microsat features

coxDKpls2DR()

Fitting a Direct Kernel PLS model on the (Deviance) Residuals

coxDKplsDR()

Fitting a Direct Kernel PLS model on the (Deviance) Residuals

coxDKsplsDR()

Fitting a Direct Kernel sPLSR model on the (Deviance) Residuals

coxpls()

Fitting a Cox-Model on PLSR components

coxpls2()

Fitting a Cox-Model on PLSR components

coxpls2DR()

Fitting a PLSR model on the (Deviance) Residuals

coxpls3()

Fitting a Cox-Model on PLSR components

coxpls3DR()

Fitting a PLSR model on the (Deviance) Residuals

coxplsDR()

Fitting a PLSR model on the (Deviance) Residuals

coxsplsDR()

Fitting a sPLSR model on the (Deviance) Residuals

cv.autoplsRcox()

Cross-validating an autoplsRcox-Model

cv.coxDKplsDR()

Cross-validating a DKplsDR-Model

cv.coxDKsplsDR()

Cross-validating a DKsplsDR-Model

cv.coxpls()

Cross-validating a Cox-Model fitted on PLSR components

cv.coxplsDR()

Cross-validating a plsDR-Model

cv.coxsplsDR()

Cross-validating a splsDR-Model

cv.larsDR()

Cross-validating a larsDR-Model

cv.plsRcox()

Cross-validating a plsRcox-Model

larsDR_coxph()

Fitting a LASSO/LARS model on the (Deviance) Residuals

micro.censure

Microsat features and survival times

plsRcox-package

plsRcox-package: Partial Least Squares Regression for Cox Models and Related Techniques

plsRcox() plsRcoxmodel()

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