Package: NMADTA 0.1.4

Xing Xing

NMADTA: Network Meta-Analysis of Multiple Diagnostic Tests

Provides statistical methods for network meta-analysis of diagnostic tests to simultaneously compare multiple tests within a missing data framework, including: - Bayesian hierarchical model for network meta-analysis of multiple diagnostic tests (Ma, Lian, Chu, Ibrahim, and Chen (2018) <doi:10.1093/biostatistics/kxx025>) - Bayesian Hierarchical Summary Receiver Operating Characteristic Model for Network Meta-Analysis of Diagnostic Tests (Lian, Hodges, and Chu (2019) <doi:10.1080/01621459.2018.1476239>).

Authors:Xing Xing [aut, cre], Boyang Lu [aut], Lifeng Lin [aut], Qinshu Lian [aut], James S. Hodges [aut], Yong Chen [aut], Haitao Chu [aut]

NMADTA_0.1.4.tar.gz
NMADTA_0.1.4.tar.gz(r-4.7-any)NMADTA_0.1.4.tar.gz(r-4.6-any)
NMADTA_0.1.4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
NMADTA/json (API)

# Install 'NMADTA' in R:
install.packages('NMADTA', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))
Uses libs:
  • jags– Just Another Gibbs Sampler for Bayesian MCMC
  • c++– GNU Standard C++ Library v3
Datasets:
  • dat.kang - Study-level results on the multiple diagnostic tests for colorectal cancer detection

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

jagscpp

2.18 score 3 stars 478 downloads 4 exports 47 dependencies

Last updated from:a81e5c2f7c. Checks:4 OK. Indexed: no.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK283
source / vignettesOK192
linux-release-x86_64OK277
wasm-releaseOK155

Exports:nmadt.hierarchicalnmadt.hierarchical.MNARnmadt.hsrocnmadt.hsroc.MNAR

Dependencies:clicodacpp11farverFNNggplot2gluegtableisobandkernlabKernSmoothkslabelinglatticelifecyclemagrittrMASSMatrixMatrixModelsmclustmcmcMCMCpackmgcvmulticoolmvtnormnlmeplotrixplyrpracmaquantregR6rbibutilsRColorBrewerRcppRdpackreshape2rjagsrlangS7scalesSparseMstringistringrsurvivalvctrsviridisLitewithr