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:
multilink_0.1.1.tar.gz
multilink_0.1.1.tar.gz(r-4.5-noble)multilink_0.1.1.tar.gz(r-4.4-noble)
multilink_0.1.1.tgz(r-4.4-emscripten)multilink_0.1.1.tgz(r-4.3-emscripten)
multilink.pdf |multilink.html✨
multilink/json (API)
NEWS
| # Install 'multilink' in R: |
| install.packages('multilink', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/aleshing/multilink/issues
- dup_data - Duplicate Dataset
- dup_data_small - Small Duplicate Dataset
- no_dup_data - No Duplicate Dataset
- no_dup_data_small - Small No Duplicate Dataset
Last updated 2 years agofrom:82b9837937. Checks:OK: 2. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 23 2024 |
| R-4.5-linux-x86_64 | OK | Dec 23 2024 |
Exports:create_comparison_datafind_bayes_estimategibbs_samplerinitialize_partitionreduce_comparison_datarelabel_bayes_estimatespecify_prior
Dependencies:adabitbit64blobcachemclassclicodetoolscpp11data.tableDBIdiagramdigeste1071evdfastmapfffuturefuture.applygeosphereglobalsglueigraphipredKernSmoothlatticelavalifecyclelistenvlpSolvemagrittrMASSMatrixmcclustmemoisennetnumDerivparallellypkgconfigplogrprodlimprogressrproxyRcppRcppArmadilloRecordLinkagerlangrpartRSQLiteshapespSQUAREMstringistringrsurvivalvctrsxtable
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 |