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Regression modelQuasi-experimental / causal inference

Njia ya Kidhibiti Sanisi cha Data ya Paneli

Njia ya kidhibiti sanisi cha data ya paneli hutathmini athari ya kisababishi ya hatua fulani kwa kitengo kimoja kilichotibiwa kwa kuunda mchanganyiko wa vitengo ambavyo havijatibiwa, unaoendeshwa na data - kidhibiti sanisi - ambacho huiga vyema zaidi mienendo ya matokeo ya kitengo kilichotibiwa kabla ya matibabu. Pengo la baada ya matibabu kati ya kitengo kilichotibiwa na mwenzake sanisi ndiyo athari ya matibabu iliyokadiriwa.

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Njia ya Kidhibiti Sanisi cha Data ya Paneli
Tofauti-katika-Tofauti (…Kikokotozi cha Kulingani…Data Difference-in-Diffe…Kielelezo cha Athari Zil…Njia ya Kidhibiti Sanisi…Njia ya Bayesian Synthet…Njia ya Dhibiti ya Synte…Njia ya Athari Tofauti y…Mbinu ya Udhibiti wa Kis…Njia ya Kidhibiti Sintet…

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Vyanzo

  1. 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 ↗
  2. 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 ↗

Jinsi ya kunukuu ukurasa huu

ScholarGate. (2026, June 3). Synthetic Control Method for Panel Data. ScholarGate. https://scholargate.app/sw/causal-inference/panel-data-synthetic-control-method

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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.

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Imerejelewa na

Njia ya Bayesian Synthetic ControlNjia ya Dhibiti ya Syntetiki InayobadilikaNjia ya Athari Tofauti ya Chanjo ya Udhibiti Sanifu (HTE-SCM)Mbinu ya Udhibiti wa Kisintetiki Iliyoimarishwa kwa Kujifunza kwa MashineNjia ya Kidhibiti Sintetiki cha Vipindi NyingiUchambuzi wa Athari Husababishi wa Data za Paneli

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ScholarGate — Panel Data Synthetic Control Method (Synthetic Control Method for Panel Data). Imepatikana 2026-06-15 kutoka https://scholargate.app/sw/causal-inference/panel-data-synthetic-control-method · Seti ya data: https://doi.org/10.5281/zenodo.20539026