cleanUp_partition |
Remove small clusters (i.e. unclassified observations for which no consensus was obtained) |

CVE_LP |
Cross-validation for cox regression using the linear predictor estimator with wrapper for warnings handling |

evaluate_partition_semisup |
Evaluation of a semisupervised obtained partition in comparison to reference partitions |

evaluate_partition_unsup |
Comparison of an unsupervised obtained partition to a reference partition. |

initiate_centers |
Initiate centers for clustering algorithm |

mice.impute.cens |
Impute left censored data with MICE |

MImpute |
Wrapper functions for multivariate imputation with survival data or left-censored data |

MImpute_lcens |
Wrapper functions for multivariate imputation with survival data or left-censored data |

MImpute_lcenssurv |
Wrapper functions for multivariate imputation with survival data or left-censored data |

MImpute_surv |
Wrapper functions for multivariate imputation with survival data or left-censored data |

MultiCons |
MultiCons Consensus Clustering Algorithm |

partition_generation |
Unsupervised partition with K selection |

plot_boxplot |
'ggplot' type boxplots for each vars.cont by partition level. |

plot_frequency |
'ggplot' type barplots representing frequencies for each vars.cat by partition level. |

plot_MIpca |
Plot a PCA from a multiply imputed dataset. |

plot_MIpca_all |
Plot a PCA from a multiply imputed dataset. |

seMIsupcox |
Semisupervised learning for a right censored endpoint |

table_categorical |
Display table with comparison of the partition with categorical variables. |

table_continuous |
Display table with comparison of the partition with continuous variables. |

unsupMI |
Unsupervised learning for incomplete dataset |