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NMADiagT (version 0.1.2)

Network Meta-Analysis of Multiple Diagnostic Tests

Description

Implements HSROC (hierarchical summary receiver operating characteristic) model developed by Ma, Lian, Chu, Ibrahim, and Chen (2018) and hierarchical model developed by Lian, Hodges, and Chu (2019) for performing meta-analysis for 1-5 diagnostic tests to simultaneously compare multiple tests within a missing data framework. This package evaluates the accuracy of multiple diagnostic tests and also gives graphical representation of the results.

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Version

Install

install.packages('NMADiagT')

Monthly Downloads

33

Version

0.1.2

License

GPL (>= 2)

Maintainer

Boyang Lu

Last Published

February 26th, 2020

Functions in NMADiagT (0.1.2)

nmadt.hsroc

Network Meta-Analysis Using the hierarchical model
hsroc.plot

Plotting Results from nmadt.hsroc and nmadt.hsroc.MNAR
nmadt.hierarchical

Network Meta-Analysis Using the Hierarchical Model
hierarchical.plot

Plotting Results from nmadt.hierarchical and nmadt.hierarchical.MNAR
nmadt.hierarchical.MNAR

Network Meta-Analysis Using the Hierarchical Model Under MNAR Assumptions
nmadt.hsroc.MNAR

Network Meta-Analysis Using the hierarchical model