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mmeta (version 2.4)

Multivariate Meta-Analysis

Description

Multiple 2 by 2 tables often arise in meta-analysis which combines statistical evidence from multiple studies. Two risks within the same study are possibly correlated because they share some common factors such as environment and population structure. This package implements a set of novel Bayesian approaches for multivariate meta analysis when the risks within the same study are independent or correlated. The exact posterior inference of odds ratio, relative risk, and risk difference given either a single 2 by 2 table or multiple 2 by 2 tables is provided. Luo, Chen, Su, Chu, (2014) , Chen, Luo, (2011) , Chen, Chu, Luo, Nie, Chen, (2015) , Chen, Luo, Chu, Su, Nie, (2014) , Chen, Luo, Chu, Wei, (2013) .

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Version

Install

install.packages('mmeta')

Monthly Downloads

398

Version

2.4

License

GPL (>= 2)

Maintainer

Jiajie Chen

Last Published

December 13th, 2022

Functions in mmeta (2.4)

summary.singletable

Summarize the objects singletable
multipletables

Exact posterior inference based on multiple 2x2 tables
diabetes

Studies on the Association of Gestational Diabetes Mellitus (GDM) and Type 2 Diabetes Mellitus (T2DM)
singletable

Exact posterior inference based on a single 2x2 table
withdrawal

Studies on the association of withdrawal from study due to adverse events and tricyclic treatment
plot.multipletables

Plot Method for multipletables objects
summary.multipletables

Summary a specific study of objects multipletables
colorectal

Studies on the Association of N-acetyltransferase 2 (NAT2) Acetylation Status and Colorectal Cancer
plot.singletable

Plot Method for singletable objects