A package for survival time prediction based on a piecewise baseline hazard Cox regression model.

Bergamaschi | Gene expression data of 82 patients with 10 genes as... |

deriv_weight_estimator_BLH | A function that gives the derivative of the objective... |

deriv_weight_estimator_BLH_noprior | A function that gives the derivative of the objective... |

kmplt | Plot Kaplan Meier curve |

kmplt_svrl | A function that plots the KM curves of $2-3$ patient sets in... |

logrnk | Performs Log Rank test on the long and short patient sets |

pltgamma | Plotting the gamma distribution of shape parameter |

pltprior | A function to visualize the shape of the prior on the weights... |

RCASPAR-package | A package for survival time prediction based on a piecewise... |

simpson | A function that calculates the area under a curve based on... |

STpredictor_BLH | Predicts the survival times of the validation set based on... |

STpredictor_xvBLH | This function performs a cross validation on the full data... |

survData | Survial data of 82 patients |

survivAURC | A function that calculates the area under a curve constructed... |

survivROC | Generates the ROC curve at a given time point given the... |

trapezoid | A function that calculates the area under a curve based on... |

weight_estimator_BLH | Returns the value of the objective function used for... |

weight_estimator_BLH_noprior | Returns the value of the objective function used for... |

weights_BLH | Optimization for the regression coefficients and baseline... |

weights_xvBLH | A special version of STpredictor.BLH used within k-xv to... |

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