Combining matching and linear regression: Introducing a mathematical framework and software for simulations, diagnostics and calibration

Alireza S. Mahani, Mansour T. A. Sharabiani

Combining matching and regression for causal inference provides double-robustness in removing treatment effect estimation bias due to confounding variables. In most real-world appl…