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Regression modelQuasi-experimental / causal inference

Kadiriaji ya Uoanishaji wa Data za Paneli

Kadiriaji ya uoanishaji wa data za paneli hubainisha athari za matibabu kwa kuoanisha kila kitengo kilichotibiwa na kitengo kimoja au zaidi cha udhibiti ambacho kinashiriki historia zinazofanana za vigezo-shirikishi katika vipindi vya kabla ya matibabu. Kwa kutumia muundo wa longitudinal wa data za paneli, inadhibiti vigezo-changanyaji vinavyoonekana vinavyobadilika kwa wakati na sifa thabiti za kitengo, ikikadiria wastani wa athari ya matibabu kwa waliofanyiwa matibabu (ATT) bila kuhitaji dhana ya mwelekeo-sambamba.

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Vyanzo

  1. 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
  2. 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

Jinsi ya kunukuu ukurasa huu

ScholarGate. (2026, June 3). Panel Data Matching Estimator for Average Treatment Effects. ScholarGate. https://scholargate.app/sw/causal-inference/panel-data-matching-estimator

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Imerejelewa na

ScholarGatePanel Data Matching Estimator (Panel Data Matching Estimator for Average Treatment Effects). Imepatikana 2026-06-15 kutoka https://scholargate.app/sw/causal-inference/panel-data-matching-estimator · Seti ya data: https://doi.org/10.5281/zenodo.20539026