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CopulaREMADA (version 1.2)

Copula Mixed Effects Models for Multivariate Meta-Analysis of Diagnostic Test Accuracy Studies

Description

The bivariate copula mixed model for meta-analysis of diagnostic test accuracy studies in Nikoloulopoulos (2015) . The vine copula mixed model for meta-analysis of diagnostic test accuracy studies accounting for disease prevalence in Nikoloulopoulos (2017) and also accounting for non-evaluable subjects in Nikoloulopoulos (2018) . The hybrid vine copula mixed model for meta-analysis of diagnostic test accuracy case-control and cohort studies in Nikoloulopoulos (2018) . The D-vine copula mixed model for meta-analysis and comparison of two diagnostic tests in Nikoloulopoulos (2018) .

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Version

Install

install.packages('CopulaREMADA')

Monthly Downloads

334

Version

1.2

License

GPL (>= 2.10)

Maintainer

Aristidis Nikoloulopoulos

Last Published

February 8th, 2019

Functions in CopulaREMADA (1.2)

vuong

Vuong's test for the comparison of non-nested copula mixed models for diagnostic test accuaracy studies
dvinesim

Simulation from a quadrivariate D-vine copula
arthritis

The rheumatoid arthritis data
hybridCopulaREMADA

Maximum likelhood estimation for hybrid copula mixed models for combining case-control and cohort studies in meta-analysis of diagnostic tests
cvinesim

Simulation from a trivariate C-vine copula
dcop

Bivariate copula densities
telomerase

The telomerase data
vine.vuong

Vuong's test for the comparison of non-nested vine copula mixed models for diagnostic test accuaracy studies
MRI

The magnetic resonance imaging data
qcondcop

Bivariate copula conditional quantile functions
quadVineCopulaREMADA

Maximum likelhood estimation for quadrivariate D-vine copula mixed models for joint meta-analysis and comparison of two diagnostic tests
OGT

The orale glucose tolerance data
betaDG

The beta-D-Glucan-data
coronary

The coronary CT angiography data
SROC

Summary receiver operating characteristic curves for copula mixed effect models for bivariate meta-analysis of diagnostic test accuracy studies
VineCopulaREMADA

Maximum likelhood estimation for (truncated) vine copula mixed models for diagnostic test accurracy studies accounting for disease prevalence and non-evaluable outcomes
mgrid

A list containing four-dimensional arrays
pcondcop

Bivariate copula conditional distribution functions
CopulaREMADA

Maximum likelhood estimation for copula mixed models for diagnostic test accurracy studies
rCopulaREMADA

Simulation from copula mixed models for diagnostic test accuaracy studies
rVineCopulaREMADA

Simulation from trivariate vine copula mixed models for diagnostic test accuaracy studies accounting for disease prevalence and non-evaluable results
LAG

The lymphangiography data
rcop

Simulation from parametric bivariate copula families
tau2par

Mapping of Kendall's tau and copula parameter
CT

The computing tomography data
CopulaREMADA-package

Copula Mixed Effect Models for Multivariate Meta-Analysis of Diagnostic Test Accuracy Studies