Krahasoni metodat
Shqyrtoni metodat e zgjedhura krah për krah; rreshtat që ndryshojnë janë të theksuar.
| Coarsened Exact Matching për Të Dhëna Paneli× | Model meefekteve fikse të të dhënave panel× | |
|---|---|---|
| Fusha≠ | Inferenca kauzale | Ekonometri |
| Familja | Regression model | Regression model |
| Viti i origjinës≠ | 2012 (CEM); 2021 (panel extension) | 2014 |
| Krijuesi≠ | Iacus, King & Porro (CEM, 2012); panel extension via Imai, Kim & Wang (2021) | Hsiao (textbook treatment); within transformation of panel data |
| Lloji≠ | Matching / quasi-experimental | Panel data regression |
| Burimi themelues≠ | Iacus, S. M., King, G., & Porro, G. (2012). Causal Inference without Balance Checking: Coarsened Exact Matching. Political Analysis, 20(1), 1-24. DOI ↗ | Hsiao, C. (2014). Analysis of Panel Data (3rd ed.). Cambridge University Press. DOI ↗ |
| Emërtime të tjera≠ | Panel CEM, CEM for panel data, coarsened exact matching with panel data | fixed effects model, within estimator, panel fixed-effects regression, Panel Veri — Sabit Etkiler Modeli |
| Të lidhura≠ | 6 | 5 |
| Përmbledhja≠ | Panel Data Coarsened Exact Matching applies the Coarsened Exact Matching (CEM) algorithm to repeated-measures panel data, matching treated and control units within the same coarsened covariate strata across multiple time periods. It balances pre-treatment characteristics before estimating a causal treatment effect, combining the transparency of exact matching with the richer identification available in longitudinal datasets. | The Panel Data Fixed Effects model estimates relationships from panel data (the same units observed over several time periods) while controlling for unit- and/or time-specific effects, supporting causal inference. It is developed as the within estimator in standard treatments such as Hsiao's Analysis of Panel Data (2014). |
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