Generating Synthetic Versions of Sensitive Microdata for Statistical Disclosure Control

codebook.syn | Makes a codebook from a data frame |

compare | Comparison of synthesised and observed data |

compare.fit.synds | Compare model estimates based on synthesised and observed... |

compare.synds | Compare univariate distributions of synthesised and observed... |

glm.synds | Fitting (generalized) linear models to synthetic data |

multi.compare | Multivariate comparison of synthesised and observed data |

multinom.synds | Fitting multinomial models to synthetic data |

numtocat.syn | Group numeric variables before synthesis |

read.obs | Importing original data sets form external files |

replicated.uniques | Replications in synthetic data |

SD2011 | Social Diagnosis 2011 - Objective and Subjective Quality of... |

sdc | Tools for statistical disclosure control (sdc) |

summary.fit.synds | Inference from synthetic data |

summary.synds | Synthetic data object summaries |

syn | Generating synthetic data sets |

syn.bag | Synthesis with bagging |

syn.cart | Synthesis with classification and regression trees (CART) |

syn.catall | Synthesis of a group of categorical variables from a... |

syn.ipf | Synthesis of a group of categorical variables by iterative... |

syn.lognorm | Synthesis by linear regression after transformation of a... |

syn.logreg | Synthesis by logistic regression |

syn.nested | Synthesis for a variable nested within another variable. |

syn.norm | Synthesis by linear regression |

syn.normrank | Synthesis by normal linear regression preserving the marginal... |

syn.passive | Passive synthesis |

syn.pmm | Synthesis by predictive mean matching |

syn.polr | Synthesis by ordered polytomous regression |

syn.polyreg | Synthesis by unordered polytomous regression |

syn.rf | Synthesis with random forest |

syn.sample | Synthesis by simple random sampling |

syn.satcat | Synthesis from a saturated model based on all combinations of... |

syn.survctree | Synthesis of survival time by classification and regression... |

synthpop-package | Generating synthetic versions of sensitive microdata for... |

utility.gen | Distributional comparison of synthesised and observed data |

utility.tab | Tabular utility |

write.syn | Exporting synthetic data sets to external files |

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