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Staggered Difference-in-Differences Estimation for Antitrust Analysis: A Review of Literature and Recommendations for Practitioners
25/25 checkable references clean · checked 2026-08-27
Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.
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The 25 checked references that resolve
resolves10.1086/605092
The Effect of Mergers on Consumer Prices: Evidence from Five Mergers on the Enforcement Margin
resolves10.1016/j.jfineco.2022.01.004
How much should we trust staggered difference-in-differences estimates?
resolves10.1162/00335530152466296
Do Mergers Increase Product Variety? Evidence from Radio Broadcasting
resolves10.1016/j.jmoneco.2014.09.002
The Economic Stimulus Payments of 2008 and the aggregate demand for consumption
resolves10.1016/j.ijindorg.2017.12.002
Are legacy airline mergers pro- or anti-competitive? Evidence from recent U.S. airline mergers
resolves10.1093/ectj/utac017
Two-way fixed effects and differences-in-differences with heterogeneous treatment effects: a survey
resolves10.1162/qjec.2008.123.4.1611
How do Incumbents Respond to the Threat of Entry? Evidence from the Major Airlines
<sup>*</sup>
resolves10.1086/718427
Vertical Disintegration: The Effect of Refiners’ Exit from Gasoline Retailing on Retail Gasoline Pricing
resolves10.1016/j.jeconom.2023.03.008
What’s trending in difference-in-differences? A synthesis of the recent econometrics literature
resolves10.1177/0049124120926211
Fixed Effects Individual Slopes: Accounting and Testing for Heterogeneous Effects in Panel Data or Other Multilevel Models
resolves10.1002/jae.2971
On event studies and distributed‐lags in two‐way fixed effects models: Identification, equivalence, and generalization
resolves10.1016/j.jeconom.2020.09.006
Estimating dynamic treatment effects in event studies with heterogeneous treatment effects
resolves10.1093/ectj/utad016
Simple approaches to nonlinear difference-in-differences with panel data
The 17 references without a DOI — listed, not checked
no DOI — not checkedref3
no DOI — not checkedThe chained difference-in-differences
no DOI — not checkedRevisiting Event-Study Designs: Robust and Efficient Estimation
no DOI — not checkedIs There Too Little Antitrust Enforcement in the US Hospital Sector?
no DOI — not checkedref13
no DOI — not checkedref17
no DOI — not checkedFused Extended Two-Way Fixed Effects for Difference
no DOI — not checkedref22
no DOI — not checkedref23
no DOI — not checkedref26
no DOI — not checkedref28
no DOI — not checkedref29
no DOI — not checkedPretest with caution: Event-study estimates after testing for parallel trends
no DOI — not checkedref33
no DOI — not checkedMichigan Gasoline Pricing and the Marathon-Ashland and Ultramar Diamond Shamrock Transaction
no DOI — not checkedref40
no DOI — not checkedref41
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