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Multi-period Event Study Design/Evidence
Method evidence record

Multi-period Event Study Design

The multi-period event study design estimates causal treatment effects at each point in time relative to the treatment onset, using panel data with multiple pre- and post-treatment periods. By plotting the full path of treatment coefficients rather than a single average, it reveals how effects build up, fade, or remain stable over time — and allows formal tests of pre-treatment parallel trends across many periods simultaneously.

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Source record

Citations copied verbatim from the method’s source record. No claim-level verification is inferred from them.

Multi-period Event Study Design for Dynamic Treatment Effects
Taxonomic method record · regression-model / causal-inference
  • Jacobson, L. S., LaLonde, R. J., & Sullivan, D. G. (1993). Earnings losses of displaced workers. American Economic Review, 83(4), 888-909. · URL
  • Freyaldenhoven, S., Hansen, C., Perez-Skiba, A., & Shapiro, J. M. (2021). Visualization, identification, and estimation in the linear panel event-study design. NBER Working Paper 29170. · URL
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Related methods

Generated from the method graph and shown as machine-suggested relations — no evidence claim is inferred.

Same method familyDifference-in-Differencesmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketDynamic Difference-in-Differencesmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketPanel Event Studymachine-suggested · Relational suggestion, not evidence.

Evidence status

Sources recorded, not reviewed

Bibliographic sources are present. Claim-level evidence review has not been performed.

Sources

2 recorded citations, copied from the method source record.

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