PySensemakr: Sensitivity Analysis Tools for Regression Models in Python

sensemakr for Python (PySensemakr) implements a suite of sensitivity analysis tools that makes it easier to understand the impact of omitted variables in linear regression models, as discussed in Cinelli and Hazlett (2020).

The Python version of the package closely mirrors the R version, which can be found here.

Contents:

• Quickstart
  • Introduction
  • Violence in Darfur
  • Sensitivity Analysis
  • Going further
  • References
• Advanced usage
  • The risks of informal benchmarking
  • Manually providing input data
  • References
• Modules
  • Sensemakr
  • sensitivity_plots
  • sensitivity_bounds
  • sensitivity_statistics
  • bias_functions
  • data