Man pages for csmpv
Biomarker Confirmation, Selection, Modelling, Prediction, and Validation
| confirmVars | Biomarker Confirmation Function |
| csmpvModelling | All-in-one Modelling with csmpv R package |
| datlist | This is an example data in csmpv |
| LASSO2 | Variable Selection using Modified LASSO with a Minimum of Two... |
| LASSO2plus | Variable Selection and Modeling with LASSO2plus |
| LASSO2plus_XGBtraining | XGBoost Modeling after Variable Selection with LASSO2plus |
| LASSO2_predict | Predict and Validate LASSO2 Model Scores |
| LASSO2_reg | LASSO2 Variable Selection and Regular Regression Modeling |
| LASSO2_XGBtraining | Variable Selection with LASSO2 and Modeling with XGBoost |
| LASSO_plus | LASSO_plus Variable Selection and Modeling |
| LASSO_plus_XGBtraining | LASSO_plus_XGBtraining: Variable Selection and XGBoost... |
| rms_model | A Wrapper for Building Predictive Models using the rms... |
| validation | Validate Model Predictions |
| XGBtraining | A Wrapper Function for xgboost::xgboost |
| XGBtraining_predict | Predicting XGBoost Model Scores and Performing Validation |
| XGpred | XGpred: Building Risk Classification Predictive Models using... |
| XGpred_predict | Predicting Risk Group Classification for a New Data Set |
