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Panelbaseret observationel kvantitativ forskning×Fixed Effects Model×
FagområdeForskningsdesignØkonometri
FamilieProcess / pipelineRegression model
Oprindelsesår1960s–1980s (formalized in econometrics); widely adopted in social sciences by 1990s1971–1978
OphavspersonEstablished through econometrics literature; foundational contributions by Cheng Hsiao, Zvi Griliches, and Marc NerloveMundlak (1978); Nerlove (1971); classical panel econometrics
TypeQuantitative observational longitudinal designPanel regression estimator
Oprindelig kildeHsiao, C. (2003). Analysis of Panel Data (2nd ed.). Cambridge University Press. ISBN: 978-0521522717Baltagi, B. H. (2021). Econometric Analysis of Panel Data (6th ed.). Springer. ISBN: 978-3030538002
Aliasserpanel observational study, longitudinal observational panel design, panel survey research, repeated-measures observational designFE model, within estimator, least squares dummy variable, LSDV regression
Relaterede45
ResuméPanel-based observational quantitative research follows the same individuals, organizations, or units across two or more time points without experimentally manipulating any condition. By combining the within-unit depth of longitudinal tracking with the numerical precision of quantitative measurement, it enables researchers to study change over time, detect lagged effects, and control for stable unobserved characteristics — all while maintaining the ethical simplicity of pure observation.The fixed effects (FE) model is the workhorse estimator for panel data when unobserved unit-specific characteristics are suspected to correlate with the regressors. By absorbing each entity's time-invariant heterogeneity into a separate intercept, FE isolates the causal effect of within-unit variation and eliminates omitted-variable bias from time-constant confounders.
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ScholarGateSammenlign metoder: Panel-based Observational Quantitative Research · Fixed Effects Model. Hentet 2026-06-17 fra https://scholargate.app/da/compare