方法學軟體

中介效應分析相關方法與軟體

時變中介效應分析 (Mediational g-formula)

  • 軟體下載：mGFORMULA macro(SAS)
  • 使用手冊：Guidance
  • 參考論文：
    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.

多重中介效應分析 (mediation analysis with causal ordered multiple mediators)

  • 軟體下載：PSE(R)
  • 線上連結：Web Calculator
  • 參考論文：
    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)

  • 軟體下載：giPSE(R)
  • 教學影片：

  • 維護人員：林詩紋 (a258bc106@gmail.com)
  • 參考文獻
    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)

整合方法學

  • 維護人員：林耕賢 (biglin0706@gmail.com)

 

交互作用分析相關方法與軟體

機制型交互作用分析 (Mechanistic interaction analysis)