Sensitivity analyses that quantify the robustness of inferences to concerns about omitted variables and other sources of bias.

Questions? Issues? Suggestions? Reach out through the KounFound-It! Google Group.


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The R konfound package has had a major update, with version 1.0.1 now available on CRAN. Simply use the command install.packages("konfound") in R to install and library(konfound) to load.

Also, be sure to check out an AI-generated podcast, created by Google’s NotebookLM, discussing the KonFound-It! team’s article “Quantifying the robustness of causal inferences: Sensitivity analysis for pragmatic social science” in Social Science Research (Frank, Lin, Xu, Maroulis, & Mueller, 2023):


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