CausalPCA.ContCont | Show a causal diagram of the median correlation between the counterfactuals in the continuous-continuous setting |

Example.Data | An example dataset |

GoodPretreatContCont | Examine the plausibility of finding a good pretreatment predictor in the Continuous-continuous case |

Min.Max.Multivar.PCA | Minimum and maximum values for the multivariate predictive causal association (PCA) in the continuous-continuous case |

Min.R2.delta | Compute minimum R^2_{delta} for desired prediction accuracy |

Multivar.PCA.ContCont | Compute the multivariate predictive causal association (PCA) in the Continuous-continuous case |

PCA.ContCont | Compute the predictive causal association (PCA) in the Continuous-continuous case |

plot GoodPretreatContCont | Graphically illustrates the theoretical plausibility of finding a good pretreatment predictor in the continuous-continuous case |

plot Min.R2.delta | Plot R^2_{delta} as a function of delta. |

plot PCA.ContCont | Plots the Predictive Causal Association in the continuous-continuous case |

plot Predict.Treat.ContCont | Plots the distribution of the individual causal effect based on S. |

plot Predict.Treat.T0T1.ContCont | Plots the distribution of the individual causal effect based on S for a specific assumed correlation between the counterfactuals. |

plot.GoodPretreatContCont | Graphically illustrates the theoretical plausibility of finding a good pretreatment predictor in the continuous-continuous case |

plot.Min.R2.delta | Plot R^2_{delta} as a function of delta. |

plot.Multivar.PCA.ContCont | Plots the Predictive Causal Association in the continuous-continuous case |

plot.PCA.ContCont | Plots the Predictive Causal Association in the continuous-continuous case |

plot.Predict.Treat.ContCont | Plots the distribution of the individual causal effect based on S. |

plot.Predict.Treat.Multivar.ContCont | Plots the distribution of the individual causal effect based on S. |

plot.Predict.Treat.T0T1.ContCont | Plots the distribution of the individual causal effect based on S for a specific assumed correlation between the counterfactuals. |

Predict.Treat.ContCont | Compute the predicted treatment effect on the true endpoint of a patient based on his or her observed pretreatment predictor value in the continuous-continuous setting |

Predict.Treat.Multivar.ContCont | Compute the predicted treatment effect on the true endpoint of a patient based on his or her observed vector of pretreatment predictor values in the continuous-continuous setting |

Predict.Treat.T0T1.ContCont | Compute the predicted treatment effect on the true endpoint of a patient based on his or her observed pretreatment predictor value in the continuous-continuous setting for a particular (single) value of rho_{T0T1}. |