Panel Datamatchende Estimator
Panel datamatchende estimatorer identificerer kausale behandlingseffekter ved at parre hver behandlet enhed med en eller flere kontrolenheder, der deler lignende kovariat-historikker i perioderne før behandling. Ved at udnytte den longitudinelle struktur af paneldata kontrollerer den for både observerede tidsvarierende konfoundere og stabile enhedskarakteristika, og estimerer den gennemsnitlige behandlingseffekt på de behandlede (ATT) uden at kræve en parallel-trends antagelse.
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Method map
The neighbourhood of related methods — select a node to explore.
Kilder
- Heckman, J. J., Ichimura, H., & Todd, P. E. (1997). Matching as an econometric evaluation estimator: Evidence from evaluating a job training programme. Review of Economic Studies, 64(4), 605-654. DOI: 10.2307/2971733 ↗
- Imai, K., Kim, I. S., & Wang, E. H. (2021). Matching methods for causal inference with time-series cross-sectional data. American Journal of Political Science, 67(3), 587-605. DOI: 10.1111/ajps.12685 ↗
Sådan citerer du denne side
ScholarGate. (2026, June 3). Panel Data Matching Estimator for Average Treatment Effects. ScholarGate. https://scholargate.app/da/causal-inference/panel-data-matching-estimator
Which method?
Set this method beside its closest kin and read them side by side — the library lays the books on the table; the choice is yours.
- Coarsened Exact Matching (CEM)Kausal inferens↔ compare
- Difference-in-Differences (Diff-in-Diff)Økonometri↔ compare
- Estimator for matchingKausal inferens↔ compare
- Panel Data Difference-in-Differences (Panel DiD / TWFE)Kausal inferens↔ compare
- Panel Data Fixed Effects ModelØkonometri↔ compare
- Propensity Score MatchingForskningsstatistik↔ compare
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