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PPRL (version 0.3.4)

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

0.3.4

License

GPL-3

Maintainer

Dorothea Rukasz

Last Published

March 20th, 2018

Functions in PPRL (0.3.4)

BloomFilterLinkage

Bloom Filter-based linkage using Multibit Trees

CreateDoubleBalancedBF

Double Balanced Bloomfilter Encoding

CreateBF

Bloom Filter Encoding

CompareAS16

Comparing bit vectors generated by CreateAS16

CreateALC

Anonymous Linkage Codes (ALCs)

Create581

Create Encrypted Statistical Linkage Keys

CreateCLK

Cryptographic Long-term Keys (CLKs)

ElegantPairingVec

Simple Pairing Function

DeterministicLinkage

Deterministic Record Linkage

SelectSimilarityFunction

Select Similarity Function for Linkage

CreateRecordLevelBF

Record Level Bloom Filter (RLBF) Encoding

WolframRule30

Apply Wolframs rule 30 on bit vectors

PPRL

your_package

WolframRule90

Apply Wolframs rule 90 on bit vectors

CreateEnsembleCLK

Combine multiple independent CLKs using a simple majority rule

SelectBlockingFunction

Select blocking method prior to linkage

CreateMarkovCLK

Create CLKs with Markov Chain-based transition matrix

ProbabilisticLinkage

Probabilistic Record Linkage

ElegantPairingInt

Elegant Pairing

SelectSimilarityFunctionBF

StandardizeString

Standardize String

CreateBitFlippingBF

Permanent Randomized Response Bloom Filters

CreateAS16

Creating Records with Armknechts method create

CreateBalancedBF

Balanced Bloom Filter Encoding