Estimation and Validation Methods for Subgroup Identification and Personalized Medicine

Global functions | |
---|---|

LaLonde | Man page |

calc_treatment_effects | Source code |

check.overlap | Man page Source code |

convert.cutpoint | Source code |

create.augmentation.function | Man page Source code |

create.design.matrix | Source code |

create.design.matrix.binary.trt | Source code |

create.design.matrix.mult.trt | Source code |

create.propensity.function | Man page Source code |

create.weights | Source code |

create.weights.binary.trt | Source code |

create.weights.mult.trt | Source code |

fit.subgroup | Man page Source code |

fit_cox_loss_gbm | Source code |

fit_cox_loss_lasso | Source code |

fit_logistic_loss_gbm | Source code |

fit_owl_hinge_loss | Source code |

fit_sq_loss_gam | Source code |

fit_sq_loss_gbm | Source code |

fit_sq_loss_lasso | Source code |

fit_sq_loss_lasso_gam | Source code |

get.coef.func | Source code |

get.pred.func | Source code |

glmnet_aug_kfold_crossfit | Source code |

glmnet_propensity_kfold_crossfit | Source code |

plot.subgroup_fitted | Man page Source code |

plot.subgroup_validated | Man page Source code |

plotCompare | Man page Source code |

predict.subgroup_fitted | Man page Source code |

predict.wksvm | Man page Source code |

print.individual_treatment_effects | Man page Source code |

print.subgroup_fitted | Man page Source code |

print.subgroup_summary | Man page Source code |

print.subgroup_validated | Man page Source code |

subgroup.effects | Man page Source code |

summarize.subgroups | Man page Source code |

summarize.subgroups.default | Man page Source code |

summarize.subgroups.subgroup_fitted | Man page Source code |

summary.subgroup_fitted | Man page Source code |

summary.wksvm | Man page Source code |

treat.effects | Man page Source code |

treatment.effects | Man page Source code |

treatment.effects.default | Man page Source code |

treatment.effects.subgroup_fitted | Man page Source code |

validate.subgroup | Man page Source code |

weighted.ksvm | Man page Source code |

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