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NMADTA (version 0.1.2)

Network Meta-Analysis of Multiple Diagnostic Tests

Description

Provides statistical methods for network meta-analysis of 1–5 diagnostic tests to simultaneously compare multiple tests within a missing data framework, including: - Bayesian hierarchical model for network meta-analysis of multiple diagnostic tests (Ma, Lian, Chu, Ibrahim, and Chen (2018) ) - Bayesian Hierarchical Summary Receiver Operating Characteristic Model for Network Meta-Analysis of Diagnostic Tests (Lian, Hodges, and Chu (2019) ).

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Version

Install

install.packages('NMADTA')

Monthly Downloads

338

Version

0.1.2

License

GPL (>= 2)

Maintainer

Xing Xing

Last Published

January 14th, 2026

Functions in NMADTA (0.1.2)

plot.nmadt

Plot method for `nmadt` objects
dat.kang

Study-level results on the multiple diagnostic tests for colorectal cancer detection
print.nmadt

Print method for `nmadt` objects
summary.nmadt

Summary method for `nmadt` objects
nmadt.hierarchical

Hierarchical Model for Network Meta-Analysis of Diagnostic Accuracy Studies
nmadt.hsroc

HSROC Model for Network Meta-Analysis of Diagnostic Accuracy Studies
nmadt.hierarchical.MNAR

Hierarchical Model Network Meta-Analysis of Diagnostic Accuracy Studies Under MNAR Assumptions
nmadt.hsroc.MNAR

HSROC Model for Network Meta-Analysis of Diagnostic Accuracy Studies Under MNAR Assumptions