mada: Meta-Analysis of Diagnostic Accuracy

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Provides functions for diagnostic meta-analysis. Next to basic analysis and visualization the bivariate Model of Reitsma et al. (2005) that is equivalent to the HSROC of Rutter&Gatsonis (2001) can be fitted. A new approach based to diagnostic meta-analysis of Holling et al. (2012) is also available. Standard methods like summary, plot and so on are provided.

Author
Philipp Doebler
Date of publication
2015-02-05 14:32:08
Maintainer
Philipp Doebler <philipp.doebler@googlemail.com>
License
GPL-2
Version
0.5.7
URLs

View on CRAN

Man pages

AUC
Area under the curve (AUC)
CIrho
Confidence intervals for Spearman's rho.
cochran.Q
Cochran's Q statistic
crosshair
Crosshair plot
forest
Forest plot for univariate measures
madad
Descriptive statistics for meta-analysis of diagnostic...
mada-data
Diagnostic accuracy data
mada-package
Meta-Analysis of diagnostic accuracy studies mada
madauni
Meta-Analyisis of univariate measures of diagnostic accuracy
madauni-class
Methods for the class 'madauni'.
mslSROC
Plot the Moses-Shapiro-Littenberg SROC curve
phm
Diagnostic Meta-Analysis with the proportional hazards model...
phm-class
Methods for 'phm' objects.
reitsma
Fit the bivariate model of Reitsma et al. (2005) and...
reitsma-class
Methods for 'reitsma' objects.
ROCellipse
Confidence Regions on ROC space
rsSROC
Plot the Ruecker-Schumacher (2010) SROC curve
sens
Sensitivity, Specificity and False Positive Rate
SummaryPts
Use the Zwindermann & Bossuyt (2008) MCMC procedure to...
talpha
The t_alpha transformation as a link function for binary...

Files in this package

mada
mada/inst
mada/inst/doc
mada/inst/doc/mada.R
mada/inst/doc/mada.Rnw
mada/inst/doc/mada.pdf
mada/NAMESPACE
mada/data
mada/data/smoking.rda
mada/data/Dementia.rda
mada/data/IAQ.rda
mada/data/AuditC.rda
mada/data/SAQ.rda
mada/R
mada/R/t_alpha.R
mada/R/reitsmaGibbs.R
mada/R/ROCellipse.R
mada/R/reitsma.R
mada/R/reitsmaMCMC.R
mada/R/crosshair.R
mada/R/AUC.R
mada/R/rsSROC.R
mada/R/madad.R
mada/R/basics.R
mada/R/SummaryPoints.R
mada/R/sroc.R
mada/R/madauni.R
mada/R/phm.R
mada/R/mslSROC.R
mada/R/forest.R
mada/vignettes
mada/vignettes/mada.bib
mada/vignettes/mada.Rnw
mada/MD5
mada/build
mada/build/vignette.rds
mada/DESCRIPTION
mada/man
mada/man/madauni-class.Rd
mada/man/forest.Rd
mada/man/cochran.Q.Rd
mada/man/reitsma-class.Rd
mada/man/rsSROC.Rd
mada/man/madad.Rd
mada/man/ROCellipse.Rd
mada/man/reitsma.Rd
mada/man/mada-package.Rd
mada/man/madauni.Rd
mada/man/AUC.Rd
mada/man/mslSROC.Rd
mada/man/crosshair.Rd
mada/man/talpha.Rd
mada/man/sens.Rd
mada/man/SummaryPts.Rd
mada/man/phm-class.Rd
mada/man/CIrho.Rd
mada/man/phm.Rd
mada/man/mada-data.Rd