Cox MultiBlock Survival
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Documentation for package ‘Coxmos’ version 1.1.3
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| Beran | Estimation of the conditional distribution function of the response, given the covariate under random censoring. |
| cenROC | Estimation of the time-dependent ROC curve for right censored survival data |
| cox | cox |
| cox.prediction | cox.prediction |
| coxEN | coxEN |
| coxmos | Coxmos Modeling Function |
| coxSW | coxSW |
| CV | The cross-validation bandwidth selection for weighted data |
| cv.coxEN | coxEN Cross-Validation |
| cv.coxmos | Cross-Validation for COX Models |
| cv.isb.splsdacox | Iterative SB.sPLS-DACOX-Dynamic Cross-Validation |
| cv.isb.splsdrcox | Iterative SB.sPLS-DRCOX-Dynamic Cross-Validation |
| cv.isb.splsdrcox_penalty | Iterative SB.sPLS-DRCOX-Dynamic Cross-Validation |
| cv.isb.splsicox | Iterative SB.sPLS-ICOX-Dynamic Cross-Validation |
| cv.mb.coxmos | Multiblock COX Cross-Validation Function |
| cv.mb.splsdacox | MB.sPLS-DACOX Cross-Validation |
| cv.mb.splsdrcox | MB.sPLS-DRCOX Cross-Validation |
| cv.sb.splsdacox | SB.sPLS-DACOX-Dynamic Cross-Validation |
| cv.sb.splsdrcox | SB.sPLS-DRCOX-Dynamic Cross-Validation |
| cv.sb.splsdrcox_penalty | SB.sPLS-DRCOX Cross-Validation |
| cv.sb.splsicox | Cross validation cv.sb.splsicox |
| cv.splsdacox | Cross validation splsdacox_dynamic |
| cv.splsdrcox | Cross validation sPLS-DRCOX |
| cv.splsdrcox_penalty | sPLS-DRCOX Cross-Validation |
| cv.splsicox | sPLS-ICOX Cross-Validation |
| deleteNearZeroCoefficientOfVariation | deleteNearZeroCoefficientOfVariation |
| deleteNearZeroCoefficientOfVariation.mb | deleteNearZeroCoefficientOfVariation.mb |
| deleteZeroOrNearZeroVariance | deleteZeroOrNearZeroVariance |
| deleteZeroOrNearZeroVariance.mb | deleteZeroOrNearZeroVariance.mb |
| eval_Coxmos_models | eval_Coxmos_models |
| eval_Coxmos_model_per_variable | eval_Coxmos_model_per_variable |
| eval_Coxmos_model_per_variable.list | eval_Coxmos_model_per_variable.list |
| factorToBinary | factorToBinary |
| getAutoKM | getAutoKM |
| getAutoKM.list | getAutoKM.list |
| getCutoffAutoKM | getCutoffAutoKM |
| getCutoffAutoKM.list | getCutoffAutoKM.list |
| getDesign.MB | getDesign.MB |
| getEPV | getEPV |
| getEPV.mb | getEPV.mb |
| getTestKM | getTestKM |
| getTestKM.list | getTestKM.list |
| getTrainTest | getTrainTest |
| isb.splsdacox | Iterative single-block sPLS-DACOX Dynamic |
| isb.splsdrcox | Iterative single-block sPLS-DRCOX Dynamic |
| isb.splsdrcox_penalty | Iterative single-block sPLS-DRCOX |
| isb.splsicox | Iterative single-block sPLS-ICOX |
| loadingplot.Coxmos | loadingplot.Coxmos |
| loadingplot.fromVector.Coxmos | loadingplot.fromVector.Coxmos |
| mb.coxmos | Multiblock COX Modeling Function |
| mb.splsdacox | MB.sPLS-DACOX |
| mb.splsdrcox | MB.sPLS-DRCOX |
| norm01 | norm01 |
| NR | The normal reference bandwidth selection for weighted data |
| PI | The plug-in bandwidth selection for weighted data |
| plot_cox.event | plot_cox.event |
| plot_cox.event.list | plot_cox.event.list |
| plot_Coxmos.MB.PLS.model | plot_Coxmos.MB.PLS.model |
| plot_Coxmos.PLS.model | plot_Coxmos.PLS.model |
| plot_divergent.biplot | plot_divergent.biplot |
| plot_evaluation | plot_evaluation |
| plot_evaluation.list | plot_evaluation.list |
| plot_events | plot_events |
| plot_forest | plot_forest |
| plot_forest.list | plot_forest.list |
| plot_multipleObservations.LP | plot_multipleObservations.LP |
| plot_multipleObservations.LP.list | plot_multipleObservations.LP.list |
| plot_observation.eventDensity | plot_observation.eventDensity |
| plot_observation.eventHistogram | plot_observation.eventHistogram |
| plot_observation.pseudobeta | plot_pseudobeta.newObservation |
| plot_observation.pseudobeta.list | plot_observation.pseudobeta.list |
| plot_proportionalHazard | plot_proportionalHazard |
| plot_proportionalHazard.list | plot_proportionalHazard.list |
| plot_pseudobeta | plot_pseudobeta |
| plot_pseudobeta.list | plot_pseudobeta.list |
| plot_sPLS_Coxmos | plot_sPLS_Coxmos |
| plot_time.list | Time consuming plot. |
| predict.Coxmos | predict.Coxmos |
| print.Coxmos | print.Coxmos |
| save_ggplot | save_ggplot |
| save_ggplot_lst | save_ggplot_lst |
| sb.splsdacox | SB.sPLS-DACOX-Dynamic |
| sb.splsdrcox | SB.sPLS-DRCOX-Dynamic |
| sb.splsdrcox_penalty | SB.sPLS-DRCOX |
| sb.splsicox | SB.sPLS-ICOX |
| splsdacox | sPLS-DACOX Dynamic |
| splsdrcox | sPLS-DRCOX Dynamic |
| splsdrcox_penalty | sPLS-DRCOX |
| splsicox | sPLS-ICOX |
| w.starplot.Coxmos | w.starplot.Coxmos |
| X_multiomic | X_multiomic Data |
| X_proteomic | X_proteomic Data |
| Y_multiomic | Y_multiomic Data |
| Y_proteomic | Y_proteomic Data |