cat_summary |
Summarize Categorical Variables in Subgroup |

cdf_plot |
CDF Plot for a biomarker |

cut_perf |
Cutoff Performance Evaluation |

eval_metric_bin |
Evaluation Metrics for XGBoostSub_bin Model |

eval_metric_con |
Evaluation Metrics for XGBoostSub_con Model |

eval_metric_sur |
Evaluation Metrics for XGBoostSub_sur Model |

fixcut_bin |
Fixed Cutoff Analysis for Individual Biomarker Associated with Binary Outcome Variables |

fixcut_con |
Fixed Cutoff Analysis for Individual Biomarker Associated with Continuous Outcome |

fixcut_sur |
Fixed Cutoff Analysis for Individual Biomarker Associated with Survival Outcome |

gam_ctr_plot |
GAM Contrast Plot |

gam_plot |
GAM Plot |

get_subgroup_results |
Get Subgroup Results |

predictive_biomarker_imp |
Plot Predictive Biomarker Importance based on XGBoost-based Subgroup Model |

roc_bin |
AUC ROC Table for Biomarkers Associated with Binary Outcomes |

roc_bin_plot |
ROC Plot Biomarkers Associated with Binary Outcomes |

scat_cont_plot |
Scatter Plot for a Biomarker Associated with Continuous Outcome |

subgrp_perf |
Subgroup Performance Evaluation for Prognostic Cases |

subgrp_perf_pred |
Subgroup Performance Evaluation for Predictive Cases |

tutorial_data |
Tutorial Data |

XGBoostSub_bin |
XGBoost Model with Modified Loss Function for Subgroup Identification with Binary Outcomes |

XGBoostSub_con |
XGBoost Model with Modified Loss Function for Subgroup Identification with Continuous Outcomes |

XGBoostSub_sur |
XGBoost Model with Modified Loss Function for Subgroup Identification with Survival Outcomes |