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NMA: Network meta-analysis based on multivariate meta-analysis and meta-regression models in R

Hisashi Noma, Kazushi Maruo, Shiro Tanaka, and Toshi A. Furukawa


This repository provides example R codes for implementing the statistical analyses described in the article “NMA: Network meta-analysis based on multivariate meta-analysis and meta-regression models in R” (Noma et al., 2025), using the NMA package.

The "Codes" directory includes the following files:
-- ExampleCode_A.r: Example code for analyses of binary outcome data;
-- ExampleCode_B.r: Example code for analyses of continuous outcome data;
-- ExampleCode_C.r: Example code for analyses of survival outcome data (effect measure: hazard ratio);
-- ExampleCode_D.r: Example code for analyses of survival outcome data (effect measure: survival probability difference)


References:
Noma, H., Maruo, K., Tanaka, S., and Furukawa, T. A. (2025). NMA: Network meta-analysis based on multivariate meta-analysis and meta-regression models in R. medRxiv, doi: https://doi.org/10.1101/2025.09.15.25335823

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Example codes for conducting network meta-analysis using the NMA package

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