The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
Perform inference in the secondary analysis setting with linked data potentially containing mismatch errors. Only the linked data file may be accessible and information about the record linkage process may be limited or unavailable. Implements the 'General Framework for Regression with Mismatched Data' developed by Slawski et al. (2023) <doi:10.48550/arXiv.2306.00909>. The framework uses a mixture model for pairs of linked records whose two components reflect distributions conditional on match status, i.e., correct match or mismatch. Inference is based on composite likelihood and the Expectation-Maximization (EM) algorithm. The package currently supports Cox Proportional Hazards Regression (right-censored data only) and Generalized Linear Regression Models (Gaussian, Gamma, Poisson, and Logistic (binary models only)). Information about the underlying record linkage process can be incorporated into the method if available (e.g., assumed overall mismatch rate, safe matches, predictors of match status, or predicted probabilities of correct matches).
| Version: | 0.1.1 |
| Depends: | R (≥ 3.5.0) |
| Imports: | stats, survival |
| Published: | 2024-06-07 |
| DOI: | 10.32614/CRAN.package.pldamixture |
| Author: | Priyanjali Bukke [aut, cre], Zhenbang Wang [aut], Martin Slawski [aut] (mslawsk3@gmu.edu), Brady T. West [aut], Emanuel Ben-David [aut], Guoqing Diao [aut] |
| Maintainer: | Priyanjali Bukke <pbukke at gmu.edu> |
| License: | GPL-2 |
| URL: | https://github.com/bpriy/pldamixture |
| NeedsCompilation: | no |
| CRAN checks: | pldamixture results |
| Reference manual: | pldamixture.pdf |
| Package source: | pldamixture_0.1.1.tar.gz |
| Windows binaries: | r-devel: pldamixture_0.1.1.zip, r-release: pldamixture_0.1.1.zip, r-oldrel: pldamixture_0.1.1.zip |
| macOS binaries: | r-release (arm64): pldamixture_0.1.1.tgz, r-oldrel (arm64): pldamixture_0.1.1.tgz, r-release (x86_64): pldamixture_0.1.1.tgz, r-oldrel (x86_64): pldamixture_0.1.1.tgz |
| Old sources: | pldamixture archive |
Please use the canonical form https://CRAN.R-project.org/package=pldamixture to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.