Assessment of Risk Prediction Models

ExampleData | A hypothetical dataset that is used to demonstrate all... |

ExampleModels | An example code to construct a risk model using logistic... |

fitLogRegModel | Function to fit a logistic regression model. |

ORmultivariate | Function to obtain multivariate odds ratios from a logistic... |

ORunivariate | Function to compute univariate ORs for genetic predictors. |

plotCalibration | Function for calibration plot and Hosmer-Lemeshow goodness of... |

plotDiscriminationBox | Function for box plots of predicted risks separately for... |

plotPredictivenessCurve | Function for predictiveness curve. |

plotPriorPosteriorRisk | Function to plot posterior risks against prior risks. |

plotRiskDistribution | Function to plot histogram of risks separated for individuals... |

plotRiskscorePredrisk | Function to plot predicted risks against risk scores. |

plotROC | Function for a receiver operating characteristic curve (ROC)... |

PredictABEL-package | An R package for the analysis of (genetic) risk prediction... |

predRisk | Function to compute predicted risks for all individuals in... |

reclassification | Function for reclassification table and statistics. |

riskScore | Function to compute genetic risk scores. |

simulatedDataset | Function to construct a simulated dataset containing... |

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