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 |