Mediation Analysis Methods and Software
Mediational g-formula
- Software Download:mGFORMULA macro(SAS)
- User Manual:Guidance
- Reference:
- Sheng-Hsuan Lin*, Jessica G. Young, Roger Logan, Eric TchetgenTchetgen, Tyler J. VanderWeele. “Parametric mediational g-formula approach to mediation analysis with time-varying exposures, mediators, and confounders”, Epidemiology (Cambridge, Mass.), 2017, 28(2):266.
- Sheng-Hsuan Lin*, Jessica G. Young, Roger Logan, Tyler J. VanderWeele, “Mediation analysis for a survival outcome with time‐varying exposures, mediators, and confounders”, Statistics in Medicine, 2017, 36(26):4153-4166.
Mediation analysis with causal ordered multiple mediators
- Software Download:PSE(R)
- Web Calculator:Web Calculator
- Reference:
- Sheng-Hsuan Lin*, Tyler J. VanderWeele. “Interventional Approach for Path-Specific Effects”, Journal of Causal Inference, 2017, 5(1):20150027.
giPSE (Generalized interventional approach for causal mediation analysis with causally ordered multiple mediators)
- Software Download:giPSE(R)
- Classroom Film :
- Maintainer:Lin Shr-Wen (a258bc106@gmail.com)
- Reference:
- Sheng-Hsuan Lin*. “Generalized interventional approach for causal mediation analysis with causally ordered multiple mediators” (2020+) (June 2019). Harvard University Biostatistics Working Paper Series. Working Paper 217. (https://biostats.bepress.com/harvardbiostat/paper217)
Mediation Analysis
- Software Download:Mediation Analysis
- User Manual:User Manual
- Classroom Film:
- Maintainer:Lin Geng-Shian (biglin0706@gmail.com)
Interaction Analysis Methods and Software
Mechanistic interaction analysis
- Software Download:Mechanistic Interaction