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DKplsRcox() DKplsRcoxmodel()
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Partial least squares Regression generalized linear models |
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DR_coxph()
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(Deviance) Residuals Computation |
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Xmicro.censure_compl_imp
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Imputed Microsat features |
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coxDKpls2DR()
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Fitting a Direct Kernel PLS model on the (Deviance) Residuals |
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coxDKplsDR()
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Fitting a Direct Kernel PLS model on the (Deviance) Residuals |
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coxDKsplsDR()
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Fitting a Direct Kernel sPLSR model on the (Deviance) Residuals |
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coxpls()
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Fitting a Cox-Model on PLSR components |
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coxpls2()
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Fitting a Cox-Model on PLSR components |
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coxpls2DR()
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Fitting a PLSR model on the (Deviance) Residuals |
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coxpls3()
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Fitting a Cox-Model on PLSR components |
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coxpls3DR()
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Fitting a PLSR model on the (Deviance) Residuals |
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coxplsDR()
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Fitting a PLSR model on the (Deviance) Residuals |
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coxsplsDR()
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Fitting a sPLSR model on the (Deviance) Residuals |
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cv.autoplsRcox()
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Cross-validating an autoplsRcox-Model |
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cv.coxDKplsDR()
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Cross-validating a DKplsDR-Model |
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cv.coxDKsplsDR()
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Cross-validating a DKsplsDR-Model |
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cv.coxpls()
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Cross-validating a Cox-Model fitted on PLSR components |
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cv.coxplsDR()
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Cross-validating a plsDR-Model |
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cv.coxsplsDR()
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Cross-validating a splsDR-Model |
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cv.larsDR()
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Cross-validating a larsDR-Model |
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cv.plsRcox()
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Cross-validating a plsRcox-Model |
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larsDR_coxph()
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Fitting a LASSO/LARS model on the (Deviance) Residuals |
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micro.censure
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Microsat features and survival times |
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plsRcox-package
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plsRcox-package: Partial Least Squares Regression for Cox Models and Related Techniques |
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plsRcox() plsRcoxmodel()
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Partial least squares Regression generalized linear models |
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predict(<plsRcoxmodel>)
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Print method for plsRcox models |
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print(<plsRcoxmodel>)
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Print method for plsRcox models |
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print(<summary.plsRcoxmodel>)
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Print method for summaries of plsRcox models |
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summary(<plsRcoxmodel>)
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Summary method for plsRcox models |