Package: corlink 1.0.0
corlink: Record Linkage, Incorporating Imputation for Missing Agreement Patterns, and Modeling Correlation Patterns Between Fields
A matrix of agreement patterns and counts for record pairs is the input for the procedure. An EM algorithm is used to impute plausible values for missing record pairs. A second EM algorithm, incorporating possible correlations between per-field agreement, is used to estimate posterior probabilities that each pair is a true match - i.e. constitutes the same individual.
Authors:
corlink_1.0.0.tar.gz
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corlink.pdf |corlink.html✨
corlink/json (API)
| # Install 'corlink' in R: |
| install.packages('corlink', repos = c('https://johnfergusonnuig.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/johnfergusonnuig/corlink/issues
Last updated 2 years agofrom:8417f8d140. Checks:9 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Mar 23 2025 |
| R-4.5-win | OK | Mar 23 2025 |
| R-4.5-mac | OK | Mar 23 2025 |
| R-4.5-linux | OK | Mar 23 2025 |
| R-4.4-win | OK | Mar 23 2025 |
| R-4.4-mac | OK | Mar 23 2025 |
| R-4.4-linux | OK | Mar 23 2025 |
| R-4.3-win | OK | Mar 23 2025 |
| R-4.3-mac | OK | Mar 23 2025 |
Dependencies:
