NMADTA: Network Meta-Analysis of Multiple Diagnostic Tests
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: |
0.1.0 |
| Depends: |
R (≥ 4.0.0), rjags (≥ 4-6) |
| Imports: |
coda, ggplot2, ks, reshape2, MCMCpack, MASS, plotrix, graphics, stats, grDevices, Rdpack |
| Suggests: |
testthat |
| Published: |
2025-10-14 |
| DOI: |
10.32614/CRAN.package.NMADTA (may not be active yet) |
| Author: |
Xing Xing [aut, cre],
Boyang Lu [aut],
Lifeng Lin [aut],
Qinshu Lian [aut],
James S. Hodges [aut],
Yong Chen [aut],
Haitao Chu [aut] |
| Maintainer: |
Xing Xing <xxing8 at jh.edu> |
| License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: |
no |
| CRAN checks: |
NMADTA results |
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