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J. Roth

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Preprint Oct 2026

Simple Standard Errors for Complicated (Quasi-)Experimental Designs

We develop standard errors for estimates of causal effects in settings where the distribution of treatment exposures is known but potentially exhibits complicated dependence patterns across units. Such dependence arises, for example, in settings with spillovers/interference across units or when the treatment assignment...

Sylvia Klosin, J. Roth · 0 citations

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