Data Sifter II Algorithm to Create Privacy-preserving Time-varying Data

betarate_g | Sifted Data Utility Check |

calWeights | Calculate sampling weights for raw data imputation. |

checkLink | Define link function for GLMM |

create.dummy | Construct dummy variables for factor time-invariant vectors. |

CVCF | Last value carry forward and next value carry backward... |

diff.imp | Calculating the difference between imputed and original... |

filter_lambda | Optimal lambda and corresponding final GLMM LASSO model |

pifv | Percent of Identical Feature Values |

repSifter | DataSifter II Algorithm for Time-varying Data |

repSifterImp | Artificial Missing Introduce and Imputation Step |

synthetic | Create fully synthetic longitudinal dataset. |

try_glmmlasso | Calculating the BIC of a GLMM lasso model, given specific... |

wlmmLasso | Weighted GlmmLASSO |

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