Performs partial verification bias (PVB) correction for binary diagnostic tests, where PVB arises from selective patient verification in diagnostic accuracy studies. Supports correction of important accuracy measures – sensitivity, specificity, positive predictive values and negative predictive value – under missing-at-random and missing-not-at-random missing data mechanisms. Available methods and references are "Begg and Greenes' methods" in Alonzo & Pepe (2005) <doi:10.1111/j.1467-9876.2005.00477.x> and deGroot et al. (2011) <doi:10.1016/j.annepidem.2010.10.004>; "Multiple imputation" in Harel & Zhou (2006) <doi:10.1002/sim.2494>, "EM-based logistic regression" in Kosinski & Barnhart (2003) <doi:10.1111/1541-0420.00019>; "Inverse probability weighting" in Alonzo & Pepe (2005) <doi:10.1111/j.1467-9876.2005.00477.x>; "Inverse probability bootstrap sampling" in Nahorniak et al. (2015) <doi:10.1371/journal.pone.0131765> and Arifin & Yusof (2022) <doi:10.3390/diagnostics12112839>; "Scaled inverse probability resampling methods" in Arifin & Yusof (2025) <doi:10.1371/journal.pone.0321440>.
Version: | 0.3.1 |
Depends: | R (≥ 2.10) |
Imports: | boot, mice |
Suggests: | testthat (≥ 3.0.0) |
Published: | 2025-10-08 |
DOI: | 10.32614/CRAN.package.PVBcorrect (may not be active yet) |
Author: | Wan Nor Arifin |
Maintainer: | Wan Nor Arifin <wnarifin at gmail.com> |
License: | MIT + file LICENSE |
URL: | https://github.com/wnarifin/PVBcorrect/ |
NeedsCompilation: | no |
Materials: | README, NEWS |
CRAN checks: | PVBcorrect results |
Reference manual: | PVBcorrect.html , PVBcorrect.pdf |
Package source: | PVBcorrect_0.3.1.tar.gz |
Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: not available |
macOS binaries: | r-release (arm64): PVBcorrect_0.3.1.tgz, r-oldrel (arm64): PVBcorrect_0.3.1.tgz, r-release (x86_64): PVBcorrect_0.3.1.tgz, r-oldrel (x86_64): PVBcorrect_0.3.1.tgz |
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