Eric V. Strobl

COMPACT: Spectral Adjustment Scores from a Complete and Irreducible Causal Criterion

Observational datasets frequently contain many baseline variables, yet investigators estimating causal effects may not know which variables to include in the adjustment set. Confounding information may also be distributed weakly across many variables. Propensity scores can simplify adjustment by reducing high-dimension...