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Implements HSROC (hierarchical summary receiver operating characteristic) model developed by Ma, Lian, Chu, Ibrahim, and Chen (2018) <doi:10.1093/biostatistics/kxx025> and hierarchical model developed by Lian, Hodges, and Chu (2019) <doi:10.1080/01621459.2018.1476239> for performing meta-analysis for 1-5 diagnostic tests to simultaneously compare multiple tests within a missing data framework. This package evaluates the accuracy of multiple diagnostic tests and also gives graphical representation of the results.
Version: | 0.1.2 |
Depends: | R (≥ 2.14.0), rjags (≥ 4-6) |
Imports: | coda, ggplot2, ks, reshape2, MCMCpack, MASS, plotrix, graphics, stats, grDevices, imguR, Rdpack |
Suggests: | testthat |
Published: | 2020-02-26 |
DOI: | 10.32614/CRAN.package.NMADiagT |
Author: | Boyang Lu [aut, cre], Qinshu Lian [aut], James S. Hodges [aut], Yong Chen [aut], Haitao Chu [aut] |
Maintainer: | Boyang Lu <lu000083 at umn.edu> |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
NeedsCompilation: | no |
In views: | MetaAnalysis, MissingData |
CRAN checks: | NMADiagT results |
Reference manual: | NMADiagT.pdf |
Package source: | NMADiagT_0.1.2.tar.gz |
Windows binaries: | r-devel: NMADiagT_0.1.2.zip, r-release: NMADiagT_0.1.2.zip, r-oldrel: NMADiagT_0.1.2.zip |
macOS binaries: | r-release (arm64): NMADiagT_0.1.2.tgz, r-oldrel (arm64): NMADiagT_0.1.2.tgz, r-release (x86_64): NMADiagT_0.1.2.tgz, r-oldrel (x86_64): NMADiagT_0.1.2.tgz |
Old sources: | NMADiagT archive |
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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.