Sensitivity Analysis for Unmeasured Confounding (E-Values)
VanderWeele, T.J. and Ding, P. (2017). Sensitivity analysis in observational research: introducing the E-value. Annals of Internal Medicine, 167:268-274.
Online Calculator for the E-Value
Other Sensitivity Analysis Tools
MEDIATION TOOLS AND TUTORIALS
A tutorial on mediation with SAS, Stata, SPSS, and R macros
Valeri, L. and VanderWeele, T.J. (2013). Mediation analysis allowing for exposure-mediator interactions and causal interpretation: theoretical assumptions and implementation with SAS and SPSS macros. Psychological Methods, 18:137-150.
Four-way decomposition of mediation and interaction with SAS code
VanderWeele, T.J. (2014). A unification of mediation and interaction: a four-way decomposition. Epidemiology, 25:749-761.
INTERACTION TOOLS AND TUTORIALS
A tutorial on interaction with SAS and Stata code
VanderWeele, T.J. and Knol, M.J. (2014). A tutorial on interaction. Epidemiologic Methods, 3:33-72.
Methods for attributing effects to interactions with SAS and Stata code
VanderWeele, T.J. and Tchetgen Tchetgen E.J. (2014). Attributing effects to interactions. Epidemiology, 25:711-722.
An Excel spreadsheet to carry out power and sample size calculations for additive and multiplicative interactions (see Appendix 2 for instructions)
VanderWeele, T.J. (2012). Sample size and power calculations for additive interactions. Epidemiologic Methods, 1:159-188.
TUTORIAL ON META-ANALYSIS BIASES
Mathur, M. and VanderWeele, T.J. (2022). Methods to address confounding and other biases in meta-analyses: review and recommendations. Annual Review of Public Health, 43:19-35.
VIDEO OF DAY-LONG INTRODUCTORY 2015 WORKSHOP ON CAUSAL MEDIATION ANALYSIS
Short Course on Causal Mediation Analysis Part I
Short Course on Causal Mediation Analysis Part II
Short Course on Causal Mediation Analysis Part III
Short Course on Causal Mediation Analysis Part IV
STATISTICAL HORIZONS COURSE ON CAUSAL MEDIATION ANALYSIS
For a more in-depth and up-to-date course on causal mediation with on-demand lectures along with readings, quizzes, exercises, the latest software options, and the opportunity to ask questions, see:
Course on Causal Mediation Analysis