统计与因果推断

[chengjun]

• dowhy https://github.com/microsoft/dowhy
  • https://microsoft.github.io/dowhy/example_notebooks/dowhy_estimation_methods.html

• causalinference https://github.com/laurencium/causalinference
  • Assessment of overlap in covariate distributions
  • Estimation of propensity score
  • Improvement of covariate balance through trimming
  • Subclassification on propensity score
  • Estimation of treatment effects via matching, blocking, weighting, and least squares