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HSROC (version 2.1.3)

Joint meta-analysis of diagnostic test sensitivity and specificity with or without a gold standard reference test

Description

This package implements a model for joint meta-analysis of sensitivity and specificity of the diagnostic test under evaluation, while taking into account the possibly imperfect sensitivity and specificity of the reference test. This hierarchical model accounts for both within and between study variability. Estimation is carried out using a Bayesian approach, implemented via a Gibbs sampler. The model can be applied in situations where more than one reference test is used in the selected studies.

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Version

Install

install.packages('HSROC')

Monthly Downloads

5

Version

2.1.3

License

GPL (>= 2)

Maintainer

Ian Schiller

Last Published

July 11th, 2012

Functions in HSROC (2.1.3)

simdata

Simulate a dataset based on a HSROC model
HSROCSummary

Summary statistics for HSROC models.
In.house

IN-HOUSE NUCLEIC ACID AMPLIFICATION TESTS (INH) FOR TB PLEURITIS
HSROC

A function for joint meta-analysis of sensitivity and specificity of a diagnostic test.
beta.parameter

A function that returns the shape parameters of the beta distribution
MRI

MAGNETIC RESONANCE IMAGING TEST (MRI) for evaluation of lymph node metastasis in women with invasive cervical cancer