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Two-Way Fixed Effects and Differences-in-Differences with Heterogeneous Treatment Effects: A Survey

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econ.EM 1

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2026 1

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CONDITIONAL 1

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Partial Homogeneity in Staggered Difference-in-Differences

econ.EM · 2026-08-08 · conditional · novelty 6.0

A Dirichlet Process mixture over cohort-time treatment effects recovers pooling structure in staggered DiD, cutting variance by 26-52% in favorable simulations and flagging when full pooling is adequate.

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  • Partial Homogeneity in Staggered Difference-in-Differences econ.EM · 2026-08-08 · conditional · none · ref 3

    A Dirichlet Process mixture over cohort-time treatment effects recovers pooling structure in staggered DiD, cutting variance by 26-52% in favorable simulations and flagging when full pooling is adequate.