Kaedah Kawalan Sintetik Data Panel
Kaedah kawalan sintetik data panel menganggarkan kesan sebab akibat suatu intervensi terhadap satu unit rawatan tunggal dengan membina gabungan tertimbang yang dikuasai data daripada unit-unit yang tidak dirawat — kawalan sintetik — yang terbaik menghasilkan semula trajektori hasil unit rawatan sebelum rawatan. Jurang selepas rawatan antara unit rawatan dan rakan sejawat sintetiknya ialah kesan rawatan yang dianggarkan.
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Method map
The neighbourhood of related methods — select a node to explore.
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Sumber
- 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: 10.1198/jasa.2009.ap08746 ↗
- Abadie, A. (2021). Using Synthetic Controls: Feasibility, Data Requirements, and Methodological Aspects. Journal of Economic Literature, 59(2), 391-425. DOI: 10.1257/jel.20191450 ↗
Cara memetik halaman ini
ScholarGate. (2026, June 3). Synthetic Control Method for Panel Data. ScholarGate. https://scholargate.app/ms/causal-inference/panel-data-synthetic-control-method
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.
- Perbezaan-dalam-Perbezaan (Diff-in-Diff)Ekonometrik↔ compare
- Penganggar PadananInferens Kausal↔ compare
- Perbezaan-dalam-Perbezaan Data Panel (Panel DiD / TWFE)Inferens Kausal↔ compare
- Model Kesan Tetap Data PanelEkonometrik↔ compare
- Kaedah Kawalan Sintetik (SCM)Inferens Kausal↔ compare
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