Analisis Kesan Kausal Data Panel
Analisis kesan kausal data panel melanjutkan pendekatan siri masa struktur Bayesian Brodersen et al. (2015) kepada tetapan panel berbilang unit, menganggarkan kontrafaktual untuk beberapa unit yang dirawat secara serentak menggunakan unit kawalan sebagai kolam penderma. Ia menghasilkan selang yang boleh dipercayai untuk kesan kausal pada setiap titik masa pasca-intervensi, diagregatkan merentasi unit dan tempoh.
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Method map
The neighbourhood of related methods — select a node to explore.
Sumber
- Brodersen, K. H., Gallusser, F., Koehler, J., Remy, N., & Scott, S. L. (2015). Inferring causal impact using Bayesian structural time-series models. Annals of Applied Statistics, 9(1), 247-274. DOI: 10.1214/14-AOAS788 ↗
- 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 ↗
Cara memetik halaman ini
ScholarGate. (2026, June 3). Panel Data Causal Impact Analysis. ScholarGate. https://scholargate.app/ms/causal-inference/panel-data-causal-impact-analysis
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.
- Analisis Impak KausalInferens Kausal↔ compare
- Perbezaan-dalam-Perbezaan (Diff-in-Diff)Ekonometrik↔ compare
- Perbezaan-dalam-Perbezaan Data Panel (Panel DiD / TWFE)Inferens Kausal↔ compare
- Siri Masa Terganggu Data PanelInferens Kausal↔ compare
- Kaedah Kawalan Sintetik Data PanelInferens Kausal↔ compare
- Kaedah Kawalan Sintetik (SCM)Inferens Kausal↔ compare
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