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PPRL (version 0.3.5)

Privacy Preserving Record Linkage

Description

A toolbox for deterministic, probabilistic and privacy-preserving record linkage techniques. Combines the functionality of the 'Merge ToolBox' () with current privacy-preserving techniques.

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Version

Install

install.packages('PPRL')

Monthly Downloads

239

Version

0.3.5

License

GPL-3

Maintainer

Dorothea Rukasz

Last Published

April 10th, 2018

Functions in PPRL (0.3.5)

ElegantPairingVec

Simple Pairing Function
WolframRule30

Apply Wolframs rule 30 on bit vectors
SelectSimilarityFunctionBF

Select Similarity Function for Bloom Filter-based methods
StandardizeString

Standardize String
WolframRule90

Apply Wolframs rule 90 on bit vectors
SelectSimilarityFunction

Select Similarity Function for Linkage
CreateBitFlippingBF

Permanent Randomized Response Bloom Filters
CreateCLK

Cryptographic Long-term Keys (CLKs)
CreateBalancedBF

Balanced Bloom Filter Encoding
BloomFilterLinkage

Bloom Filter-based linkage using Multibit Trees
Create581

Create Encrypted Statistical Linkage Keys
CreateBF

Bloom Filter Encoding
CreateDoubleBalancedBF

Double Balanced Bloomfilter Encoding
CompareAS16

Comparing bit vectors generated by CreateAS16
CreateALC

Anonymous Linkage Codes (ALCs)
CreateAS16

Creating Records with Armknechts method create
ElegantPairingInt

Elegant Pairing
CreateEnsembleCLK

Combine multiple independent CLKs using a simple majority rule
CreateRecordLevelBF

Record Level Bloom Filter (RLBF) Encoding
PPRL

your_package
DeterministicLinkage

Deterministic Record Linkage
SelectBlockingFunction

Select blocking method prior to linkage
ProbabilisticLinkage

Probabilistic Record Linkage
CreateMarkovCLK

Create CLKs with Markov Chain-based transition matrix