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Sharp Hybrid Confidence Bands for Partially Identified Treatment Effects under Tail Uncertainty with an Application to Workforce Gender Diversity and Firm Performance

stat.ME · 2025-09-01 · unverdicted · novelty 6.0

concATE combines the Dvoretzky-Kiefer-Wolfowitz inequality with delta-method inference and Bonferroni allocation to produce valid joint confidence bands for interval-identified ATEs under tail uncertainty, with an application showing positive effects of senior gender diversity on firm value beyond 0

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