All functions |
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Census data set |
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EIA data set |
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Local recoding via Edmond's maximum weighted matching algorithm |
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Tarragona data set |
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addGhostVars |
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Adding noise to perturb data |
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argus_microaggregation |
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argus_rankswap |
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Recompute Risk and Frequencies for a sdcMicroObj |
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Small Artificial Data set |
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Dummy Dataset for Record Swapping |
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Creates new randomized IDs |
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overal disclosure risk |
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RMD based disclosure risk |
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Data-Utility measures |
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Fast generation of synthetic data |
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Distribute number of swaps |
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Distribute |
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Remove certain variables from the data set inside a sdc object. |
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data from the casc project |
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Demo data set from mu-Argus |
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Freq |
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Frequencies calculation for risk estimation |
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Generate one strata variable from multiple factors |
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get.sdcMicroObj |
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Global Recoding |
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Join levels of a variables in an object of class |
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Additional Information-Loss measures |
importProblem |
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Individual Risk computation |
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Calculate information loss after targeted record swapping |
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Local Suppression |
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Local Suppression to obtain k-anonymity |
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Fast and Simple Microaggregation |
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Disclosure Risk for Categorical Variables |
Replaces the raw household-level data with the anonymized household-level data in the full dataset for anonymization of data with a household structure (or other hierarchical structure). Requires a matching household ID in both files. |
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microData |
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Microaggregation for numerical and categorical key variables based on a distance similar to the Gower Distance |
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Microaggregation |
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Global risk using log-linear models. |
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Detection and winsorization of multivariate outliers |
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nextSdcObj |
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Reorder data |
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Plots for localSuppression objects |
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Plotfunctions for objects of class sdcMicroObj |
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Comparison plots |
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Post Randomization |
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Print method for objects from class freqCalc. |
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Print method for objects from class indivRisk |
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Print method for objects from class localSuppression |
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Print method for objects from class micro |
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Print method for objects from class modrisk |
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Print method for objects from class pram |
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Print and Extractor Functions for objects of class |
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Print method for objects from class suda2 |
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Random Sampling |
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Rank Swapping |
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readMicrodata |
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Targeted Record Swapping |
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Targeted Record Swapping |
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Remove certain variables from the data set inside a sdc object. |
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Generate an Html-report from an sdcMicroObj |
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riskyCells |
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Random sample for donor records |
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sdcApp |
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Class |
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Creates a household level file from a dataset with a household structure. |
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set.sdcMicroObj |
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Define Swap-Levels |
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Calculate Risk |
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Show |
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Shuffling and EGADP |
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subsetMicrodata |
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Suda2: Detecting Special Uniques |
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Summary method for objects from class freqCalc |
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Summary method for objects from class micro |
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Summary method for objects from class pram |
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A real-world data set on household income and expenditures |
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Top and Bottom Coding |
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Comparison of different microaggregation methods |
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Change the a keyVariable of an object of class |
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writeSafeFile |