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 |
| 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 |
| 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: NMADiagT_0.1.2.tgz, r-oldrel: NMADiagT_0.1.2.tgz |
| Old sources: | NMADiagT archive |
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