Panel Data Analysis
Panel data analysis models data that track multiple units — countries, firms, individuals — over time, enabling researchers to control for unobserved unit-level heterogeneity that would otherwise bias cross-sectional or time-series estimates. The two core specifications are fixed effects and random effects, selected via the Hausman test.
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Method map
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Avoti
- Baltagi, B. H. (2021). Econometric Analysis of Panel Data (6th ed.). Springer. ISBN: 978-3030539528
- Hausman, J. A. (1978). Specification tests in econometrics. Econometrica, 46(6), 1251–1271. DOI: 10.2307/1913827 ↗
Kā citēt šo lapu
ScholarGate. (2026, June 3). Panel Data Analysis (Longitudinal Data Analysis). ScholarGate. https://scholargate.app/lv/econometrics/panel-data-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.
- Arellano-Bond GMM novērtētājsEkonometrija↔ compare
- Dinamiskais paneļa datu modelisEkonometrija↔ compare
- Modelis ar fiksētajiem efektiemEkonometrija↔ compare
- Panel Hausman testsEkonometrija↔ compare
- Panel OLS (apvienotie parastie mazākie kvadrāti)Ekonometrija↔ compare
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