Package: multilink 0.1.1

Serge Aleshin-Guendel

multilink: Multifile Record Linkage and Duplicate Detection

Implementation of the methodology of Aleshin-Guendel & Sadinle (2022) <doi:10.1080/01621459.2021.2013242>. It handles the general problem of multifile record linkage and duplicate detection, where any number of files are to be linked, and any of the files may have duplicates.

Authors:Serge Aleshin-Guendel [aut, cre]

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multilink.pdf |multilink.html✨
multilink/json (API)
NEWS

# Install 'multilink' in R:

install.packages('multilink', repos = c('https://aleshing.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/aleshing/multilink/issues

Uses libs:

openblas– Optimized BLAS
c++– GNU Standard C++ Library v3
openmp– GCC OpenMP (GOMP) support library

Datasets:

dup_data - Duplicate Dataset
dup_data_small - Small Duplicate Dataset
no_dup_data - No Duplicate Dataset
no_dup_data_small - Small No Duplicate Dataset

On CRAN:

3.65 score 9 stars 4 scripts 167 downloads 7 exports 57 dependencies

Last updated 1 years agofrom:7e37317db6. Checks:OK: 9. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Oct 08 2024
R-4.5-win-x86_64	OK	Oct 08 2024
R-4.5-linux-x86_64	OK	Oct 08 2024
R-4.4-win-x86_64	OK	Oct 08 2024
R-4.4-mac-x86_64	OK	Oct 08 2024
R-4.4-mac-aarch64	OK	Oct 08 2024
R-4.3-win-x86_64	OK	Oct 08 2024
R-4.3-mac-x86_64	OK	Oct 08 2024
R-4.3-mac-aarch64	OK	Oct 08 2024

Exports:create_comparison_data find_bayes_estimate gibbs_sampler initialize_partition reduce_comparison_data relabel_bayes_estimate specify_prior

Dependencies:ada bit bit64 blob cachem class cli codetools cpp11 data.table DBI diagram digest e1071 evd fastmap ff future future.apply geosphere globals glue igraph ipred KernSmooth lattice lava lifecycle listenv lpSolve magrittr MASS Matrix mcclust memoise nnet numDeriv parallelly pkgconfig plogr prodlim progressr proxy Rcpp RcppArmadillo RecordLinkage rlang rpart RSQLite shape sp SQUAREM stringi stringr survival vctrs xtable

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Create Comparison Data	create_comparison_data
Duplicate Dataset	dup_data
Small Duplicate Dataset	dup_data_small
Find the Bayes Estimate of a Partition	find_bayes_estimate
Gibbs Sampler for Posterior Inference	gibbs_sampler
Initialize the Partition	initialize_partition
Multifile Record Linkage and Duplicate Detection	multilink
No Duplicate Dataset	no_dup_data
Small No Duplicate Dataset	no_dup_data_small
Reduce Comparison Data Size	reduce_comparison_data
Relabel the Bayes Estimate of a Partition	relabel_bayes_estimate
Specify the Prior Distributions	specify_prior