Partial Least Squares Regression for Cox Models and Related
Techniques
![[R logo]](../../../doc/html/Rlogo.svg)
![[Up]](../../../doc/html/left.jpg)
![[Top]](../../../doc/html/up.jpg)
Documentation for package ‘plsRcox’ version 1.7.7
Help Pages
| plsRcox-package | plsRcox-package: Partial Least Squares Regression for Cox Models and Related Techniques |
| coxDKpls2DR | Fitting a Direct Kernel PLS model on the (Deviance) Residuals |
| coxDKpls2DR.default | Fitting a Direct Kernel PLS model on the (Deviance) Residuals |
| coxDKpls2DR.formula | Fitting a Direct Kernel PLS model on the (Deviance) Residuals |
| 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 |
| coxpls2DR | Fitting a PLSR model on the (Deviance) Residuals |
| coxpls2DR.default | Fitting a PLSR model on the (Deviance) Residuals |
| coxpls2DR.formula | Fitting a PLSR model on the (Deviance) Residuals |
| coxpls3 | Fitting a Cox-Model on PLSR components |
| coxpls3.default | Fitting a Cox-Model on PLSR components |
| coxpls3.formula | Fitting a Cox-Model on PLSR components |
| coxpls3DR | Fitting a PLSR model on the (Deviance) Residuals |
| coxpls3DR.default | Fitting a PLSR model on the (Deviance) Residuals |
| coxpls3DR.formula | Fitting a PLSR model on the (Deviance) Residuals |
| 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 |
| 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 |
| 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 |
| DKplsRcox | Partial least squares Regression generalized linear models |
| DKplsRcoxmodel | Partial least squares Regression generalized linear models |
| DKplsRcoxmodel.default | Partial least squares Regression generalized linear models |
| DKplsRcoxmodel.formula | Partial least squares Regression generalized linear models |
| 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 | 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 |