PPRL (version 0.3.8)

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

276

Version

0.3.8

License

GPL-3

Maintainer

Dorothea Rukasz

Last Published

November 10th, 2022

Functions in PPRL (0.3.8)

CreateBalancedBF

Balanced Bloom Filter Encoding

Create581

Create Encrypted Statistical Linkage Keys

DeterministicLinkage

Deterministic Record Linkage

ElegantPairingInt

Elegant Pairing

WolframRule30

Apply Wolframs rule 30 on bit vectors

StandardizeString

Standardize String

ElegantPairingVec

Simple Pairing Function

ProbabilisticLinkage

Probabilistic Record Linkage

CreateMarkovCLK

Create CLKs with Markov Chain-based transition matrix

CreateRecordLevelBF

Record Level Bloom Filter (RLBF) Encoding

SelectBlockingFunction

Select blocking method prior to linkage

SelectSimilarityFunction

Select Similarity Function for Linkage

WolframRule90

Apply Wolframs rule 90 on bit vectors

CreateALC

Anonymous Linkage Codes (ALCs)

CreateAS16

Creating Records with Armknechts method create

CreateBF

Bloom Filter Encoding

CreateCLK

Cryptographic Long-term Keys (CLKs)

CreateBitFlippingBF

Permanent Randomized Response Bloom Filters

CreateDoubleBalancedBF

Double Balanced Bloomfilter Encoding

CreateEnsembleCLK

Combine multiple independent CLKs using a simple majority rule

CompareAS16

Comparing bit vectors generated by CreateAS16