bamdit-package: Bayesian Meta-Analysis of Diagnostic Test Data
In bamdit: Bayesian Meta-Analysis of Diagnostic Test Data
bamdit-package R Documentation
Bayesian Meta-Analysis of Diagnostic Test Data
Description
Bayesian meta-analysis of diagnostic test data based on a scale mixtures
bivariate random-effects model.
This package was developed with the aim of simplifying the use of meta-analysis
models that up to now have demanded great statistical expertise in Bayesian meta-analysis.
The package implements a series of innovative statistical techniques including:
the BSROC (Bayesian Summary ROC) curve, the BAUC (Bayesian AUC), predictive surfaces,
the use of prior distributions that avoid boundary estimation problems of component
of variance and correlation parameters, analysis of conflict of evidence and robust
estimation of model parameters. In addition, the package comes with several published
examples of meta-analysis that can be used for illustration or further research in
this area.
Details
Package: bamdit
Type: Package
Version: 3.4.2
Date: 2024-09-20
License: GPL (>= 2)
LazyLoad: yes
Author(s)
Maintainer: Pablo Emilio Verde pabloemilio.verde@hhu.de
bamdit documentation built on Sept. 30, 2024, 9:36 a.m.
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| bamdit-package | R Documentation |
Bayesian Meta-Analysis of Diagnostic Test Data
Description
Bayesian meta-analysis of diagnostic test data based on a scale mixtures bivariate random-effects model. This package was developed with the aim of simplifying the use of meta-analysis models that up to now have demanded great statistical expertise in Bayesian meta-analysis. The package implements a series of innovative statistical techniques including: the BSROC (Bayesian Summary ROC) curve, the BAUC (Bayesian AUC), predictive surfaces, the use of prior distributions that avoid boundary estimation problems of component of variance and correlation parameters, analysis of conflict of evidence and robust estimation of model parameters. In addition, the package comes with several published examples of meta-analysis that can be used for illustration or further research in this area.
Details
| Package: | bamdit |
| Type: | Package |
| Version: | 3.4.2 |
| Date: | 2024-09-20 |
| License: | GPL (>= 2) |
| LazyLoad: | yes |
Author(s)
Maintainer: Pablo Emilio Verde pabloemilio.verde@hhu.de
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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