Panel Data Entropy Balancing
Panel data entropy balancing udvider Hainmuellers (2012) entropy balancing-metode til longitudinelle indstillinger. Den beregner enhedsniveauvægte for kontrolobservationer, så deres kovariatmomenter matcher præcist dem i behandlingsgruppen på tværs af panelperioder, og indsætter derefter disse vægte i en vægtet panelregression for at estimere kausale behandlingseffekter uden at kræve en korrekt specificeret propensity score-model.
Læs hele metoden
Log ind med en gratis konto for at læse dette afsnit.
Method map
The neighbourhood of related methods — select a node to explore.
Kilder
- Hainmueller, J. (2012). Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies. Political Analysis, 20(1), 25-46. DOI: 10.1093/pan/mpr025 ↗
- Zhao, Q. (2019). Covariate balancing propensity score by tailored loss functions. Annals of Statistics, 47(2), 965-993. DOI: 10.1214/18-AOS1698 ↗
Sådan citerer du denne side
ScholarGate. (2026, June 3). Entropy Balancing for Panel Data. ScholarGate. https://scholargate.app/da/causal-inference/panel-data-entropy-balancing
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.
- Entropy BalancingKausal inferens↔ compare
- Panel Data Difference-in-Differences (Panel DiD / TWFE)Kausal inferens↔ compare
- Panel Data Inverse Probability WeightingKausal inferens↔ compare
- Panel Data Propensity Score MatchingKausal inferens↔ compare
- Panel Data Fixed Effects ModelØkonometri↔ compare
Har du fundet en fejl på denne side? Indberet den eller foreslå en rettelse →