Man pages for OlajumokeEvangelina/MetabolicSurv
A Biomarker Validation Approach for Classification and Predicting Survival Using Metabolomics Signature
| CVLasoelacox | Cross Validations for Lasso Elastic Net Survival predictive... |
| cvle-class | The cvle Class. |
| CVMajorityVotes | Cross validation for majority votes |
| CVMetSpecificCoxPh | Cross validation for the Metabolite specific analysis |
| cvmm-class | The cvmm Class. |
| cvmv-class | The cvmv Class. |
| CVPcaPls | Cross Validations for PCA and PLS based methods |
| cvpp-class | The cvpp Class. |
| CVSim | Cross validation for sequentially increases metabolites |
| cvsim-class | The cvsim Class. |
| DataHR | Survival and Prognostic Data . |
| DistHR | Null Distribution of the Estimated HR |
| EstimateHR | Classification, Survival Estimation and Visualization |
| fcv-class | The fcv Class. |
| Icvlasoel | Inner and Outer Cross Validations for Lasso Elastic Net... |
| Lasoelacox | Wapper function for glmnet |
| MajorityVotes | Classifiction for Majority Votes |
| MetabolicSurv | MetabolicSurv: A biomarker validation approach for predicting... |
| MetFreq | Frequency of Selected Metabolites from the LASSO, Elastic-net... |
| ms-class | The ms Class. |
| MSData | Generate Artificial Metabolic Survival Data |
| MSpecificCoxPh | Metabolite by metabolite Cox proportional analysis |
| perm-class | The perm Class. |
| QuantileAnalysis | Quantile sensitivity analysis |
| SIMet | Sequential Increase in Metabolites for the PCA or PLS... |
| SurvPcaClass | Survival PCA and Classification for metabolic data |
| SurvPlsClass | Survival PLS and Classification for metabolic data |
