Package: FlexRL 0.1.0
FlexRL: A Flexible Model for Record Linkage
Implementation of the Stochastic Expectation Maximisation (StEM) approach to Record Linkage described in the paper by K. Robach, S. L. van der Pas, M. A. van de Wiel and M. H. Hof (2024, <doi:10.48550/arXiv.2407.06835>); see 'citation("FlexRL")' for details. This is a record linkage method, for finding the common set of records among 2 data sources based on Partially Identifying Variables (PIVs) available in both sources. It includes modelling of dynamic Partially Identifying Variables (e.g. postal code) that may evolve over time and registration errors (missing values and mistakes in the registration). Low memory footprint.
Authors:
FlexRL_0.1.0.tar.gz
FlexRL_0.1.0.zip(r-4.5)FlexRL_0.1.0.zip(r-4.4)
FlexRL_0.1.0.tgz(r-4.4-x86_64)FlexRL_0.1.0.tgz(r-4.4-arm64)
FlexRL_0.1.0.tar.gz(r-4.5-noble)FlexRL_0.1.0.tar.gz(r-4.4-noble)
FlexRL_0.1.0.tgz(r-4.4-emscripten)
FlexRL.pdf |FlexRL.html✨
FlexRL/json (API)
NEWS
| # Install 'FlexRL' in R: |
| install.packages('FlexRL', repos = c('https://amscausality.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 1 months agofrom:1cad9c18ed. Checks:6 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Jan 09 2025 |
| R-4.5-win-x86_64 | OK | Jan 09 2025 |
| R-4.5-linux-x86_64 | OK | Jan 09 2025 |
| R-4.4-win-x86_64 | OK | Jan 09 2025 |
| R-4.4-mac-x86_64 | OK | Jan 09 2025 |
| R-4.4-mac-aarch64 | OK | Jan 09 2025 |
Exports:cartesianProductcreateDataAlphaDataCreationDeltafindExpandGridF2F33generateSequenceinitDeltaMaplaunchNaiveloglikloglikSurvivallogPossibleConfigsampleDsampleHsampleLsampleNLsimulateDsimulateHsspaste2stEMSurvivalUnstable
Dependencies:clicrayongluehmslatticelifecycleMatrixpkgconfigprettyunitsprogressR6Rcpprlangtestitvctrs
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| cartesianProduct | cartesianProduct |
| createDataAlpha | createDataAlpha |
| DataCreation | DataCreation |
| Deltafind() | Deltafind |
| ExpandGrid | ExpandGrid |
| F2 | F2 |
| F33 | F33 |
| FlexRL | FlexRL |
| generateSequence | generateSequence |
| initDeltaMap | initDeltaMap |
| launchNaive | launchNaive |
| loglik | loglik |
| The log likelihood of the survival function with exponential model (-) | loglikSurvival |
| logPossibleConfig | logPossibleConfig |
| sampleD | sampleD |
| sampleH | sampleH |
| sampleNL | sampleL |
| sampleNL | sampleNL |
| simulateD | simulateD |
| simulateH | simulateH |
| sspaste2 | sspaste2 |
| Stochastic Expectation Maximisation (StEM) for Record Linkage | stEM |
| The survival function with exponential model | SurvivalUnstable |
