ScholarGate
Assistent

Compara mètodes

Revisa els mètodes seleccionats l'un al costat de l'altre; les files que difereixen es ressalten.

Estudi d'esdeveniments amb dades de panell per a polítiques×Mètode del Control Sintètic (SCM)×
CampInferència causalInferència causal
FamíliaRegression modelRegression model
Any d'origen20212010
Autor originalCallaway & Sant'Anna (2021); Borusyak, Jaravel & Spiess (2024); Sun & Abraham (2021)Abadie, Diamond & Hainmueller
TipusCausal inference / quasi-experimental panel designCounterfactual causal-inference model
Font seminalCallaway, B., & Sant'Anna, P. H. C. (2021). Difference-in-differences with multiple time periods. Journal of Econometrics, 225(2), 200-230. DOI ↗Abadie, A., Diamond, A., & Hainmueller, J. (2010). Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California's Tobacco Control Program. Journal of the American Statistical Association, 105(490), 493-505. DOI ↗
Àliespanel event study, event-study DiD, staggered event study, difference-in-differences event studysynthetic control method, SCM, synthetic counterfactual, Sentetik Kontrol Yöntemi (SCM)
Relacionats65
ResumA panel event study is a quasi-experimental design that traces how an outcome evolves in periods before and after a policy event, using unit and time fixed effects to identify the causal effect. Widely used in economics and policy research, it tests for anticipation effects, verifies parallel pre-trends, and estimates dynamic treatment effects across post-treatment horizons — making it the standard toolkit for rigorous policy evaluation with observational panel data.The Synthetic Control Method, introduced by Abadie, Diamond and Hainmueller in 2010, builds a weighted counterfactual for a single treated unit from a pool of untreated donor units. It is widely regarded as the gold standard for evaluating large policy interventions, natural experiments, and N=1 case studies where no obvious comparison unit exists.
ScholarGateConjunt de dades
  1. v1
  2. 2 Fonts
  3. PUBLISHED
  1. v1
  2. 2 Fonts
  3. PUBLISHED

Ves a la cerca Baixa les diapositives

ScholarGateCompara mètodes: Policy Evaluation Panel Event Study · Synthetic Control. Recuperat el 2026-06-17 de https://scholargate.app/ca/compare