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plsRcox (version 1.7.2)
Partial Least Squares Regression for Cox Models and Related Techniques
Description
Provides Partial least squares Regression and various regular, sparse or kernel, techniques for fitting Cox models in high dimensional settings.
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Install
install.packages('plsRcox')
Monthly Downloads
585
Version
1.7.2
License
GPL-3
Maintainer
Frederic Bertrand
Last Published
December 17th, 2014
Functions in plsRcox (1.7.2)
Search functions
coxpls2DR
Fitting a PLSR model on the (Deviance) Residuals
coxpls3
Fitting a Cox-Model on PLSR components
predict.plsRcoxmodel
Print method for plsRcox models
coxplsDR
Fitting a PLSR model on the (Deviance) Residuals
print.summary.plsRcoxmodel
Print method for summaries of plsRcox models
Xmicro.censure_compl_imp
Imputed Microsat features
coxpls
Fitting a Cox-Model on PLSR components
cv.coxsplsDR
Cross-validating a splsDR-Model
DKplsRcox
Partial least squares Regression generalized linear models
plsRcox
Partial least squares Regression generalized linear models
micro.censure
Microsat features and survival times
DR_coxph
(Deviance) Residuals Computation
cv.coxDKplsDR
Cross-validating a DKplsDR-Model
cv.autoplsRcox
Cross-validating an autoplsRcox-Model
cv.coxpls
Cross-validating a Cox-Model fitted on PLSR components
coxDKsplsDR
Fitting a Direct Kernel sPLSR model on the (Deviance) Residuals
internal-plsRcox
Internal plsRcox functions
summary.plsRcoxmodel
Summary method for plsRcox models
coxpls2
Fitting a Cox-Model on PLSR components
cv.plsRcox
Cross-validating a plsRcox-Model
cv.coxDKsplsDR
Cross-validating a DKsplsDR-Model
print.plsRcoxmodel
Print method for plsRcox models
coxDKplsDR
Fitting a Direct Kernel PLS model on the (Deviance) Residuals
larsDR_coxph
Fitting a LASSO/LARS model on the (Deviance) Residuals
cv.coxplsDR
Cross-validating a plsDR-Model
coxsplsDR
Fitting a sPLSR model on the (Deviance) Residuals
coxpls3DR
Fitting a PLSR model on the (Deviance) Residuals
coxDKpls2DR
Fitting a Direct Kernel PLS model on the (Deviance) Residuals
cv.larsDR
Cross-validating a larsDR-Model