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Michel Csillag Finger

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Preprint Sep 2026

Beyond Linearity: Semiparametric Solutions to Contamination Bias with Multi-valued Treatments

We examine semiparametric solutions to contamination bias for nonbinary treatments. Deepening the discussion by Goldsmith-Pinkham et al. (2024), we detail how spline functions approximate conditional expectation and propensity score functions under weak functional-form assumptions. Reanalyzing 18 regressions across 11...

Michel Csillag Finger, V. Possebom · 0 citations

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