CopulaDTA: Copula Based Bivariate Beta-Binomial Model for Diagnostic Test Accuracy Studies

Modelling of sensitivity and specificity on their natural scale using copula based bivariate beta-binomial distribution to yield marginal mean sensitivity and specificity. The intrinsic negative correlation between sensitivity and specificity is modelled using a copula function. A forest plot can be obtained for categorical covariates or for the model with intercept only.

Version: 0.0.2
Depends: R (≥ 3.2.2), rstan (≥ 2.8.2)
Imports: methods, ggplot2 (≥ 1.0.1), plyr (≥ 1.8.3), stats (≥ 3.2.2), reshape2 (≥ 1.4.1), grDevices (≥ 3.2.2)
Published: 2016-01-18
Author: Victoria N Nyaga [aut, cre]
Maintainer: Victoria N Nyaga <victoria.nyaga at outlook.com>
License: GPL-2
URL: https://cran.r-project.org/package=CopulaDTA
NeedsCompilation: no
Citation: CopulaDTA citation info
CRAN checks: CopulaDTA results

Downloads:

Reference manual: CopulaDTA.pdf
Package source: CopulaDTA_0.0.2.tar.gz
Windows binaries: r-devel: CopulaDTA_0.0.2.zip, r-release: CopulaDTA_0.0.2.zip, r-oldrel: not available
OS X Snow Leopard binaries: r-release: CopulaDTA_0.0.2.tgz, r-oldrel: not available
OS X Mavericks binaries: r-release: CopulaDTA_0.0.2.tgz
Old sources: CopulaDTA archive