Methodology Software

Mediation Analysis Methods and Software

Mediational g-formula

  • Software Download:mGFORMULA macro(SAS)
  • User Manual:Guidance
  • Reference:
    1. 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.
    2. 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:
    1. 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:
    1. 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

  • Maintainer:Lin Geng-Shian (biglin0706@gmail.com)

 

Interaction Analysis Methods and Software

Mechanistic interaction analysis