Mediation analysis in observation data

• Analytics use case(s): Population-Level Estimation
• Study type: Methods Research
• Tags: -
• Study lead: Martijn Schuemie
• Study lead forums tag: schuemie
• Study start date: January 1, 2024
• Study end date: -
• Protocol: PDF, HMA-EMA Catalogue of real-world studies registration
• Publications: -
• Results explorer: -

Evaluation of a novel approach to mediation analysis in observational data.

How to use

• First build the appropriate R environment using the renv package: r install.packages("renv") renv::restore()

• Next, build the MediationAnalysis package.

• You can now run the code in the extras/SimulationStudy.R to reproduce the simulation study, and RealWorldExample/Execute.R to reproduce the real-world data example study.