Regression model
Panel Data Fixed Effects Model
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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Sources
- Hsiao, C. (2014). Analysis of Panel Data (3rd ed.). Cambridge University Press. DOI: 10.1017/CBO9781139839327 ↗
- Wooldridge, J. M. (2019). Introductory Econometrics: A Modern Approach (7th ed.). Cengage Learning. ISBN: 978-1337558860
Related methods
Referenced by
2SLS RegressionARFIMA ModelAugmented Mean Group EstimatorBayesian Difference-in-DifferencesBayesian Random Effects ModelBetween EstimatorCCEMG EstimatorCGE ModelCluster-Robust Standard ErrorsDifference-in-DifferencesDifference-in-Differences in Education ResearchDifference-in-DiscontinuitiesDumitrescu-Hurlin CausalityDynamic Difference-in-DifferencesDynamic Instrumental VariablesDynamic OLSDynamic Panel Event StudyEvent Study DesignEvent Study Design in Education ResearchFirst-Difference EstimatorFourier Arellano-Bond GMMFrees TestGMM EstimationHausman TestHeckman Selection ModelInterrupted Time Series in Education ResearchLSDVCMachine Learning-Augmented Panel Event StudyModeration AnalysisMulti-period Difference-in-differencesMultilevel Mediation AnalysisMundlak-ChamberlainNegative Binomial RegressionNonlinear difference GMMNonlinear Dynamic Panel Data ModelNonlinear Panel Data AnalysisNonlinear System GMMOLS RegressionPanel Cointegration TestsPanel Data Coarsened Exact MatchingPanel Data Difference-in-DifferencesPanel Data Entropy BalancingPanel Data Instrumental VariablesPanel Data Interrupted Time SeriesPanel Data Marginal Structural ModelPanel Data Matching EstimatorPanel Data Propensity Score MatchingPanel Data Regression Discontinuity DesignPanel Data Synthetic Control MethodPanel Event StudyPanel NARDLPanel Simple Linear RegressionPanel Spatial RegressionPanel TGARCHPanel VARPoisson RegressionPolicy Evaluation Event Study DesignPolicy Evaluation Panel Event StudyPolicy Evaluation Synthetic Control MethodPooled Mean Group (PMG)Pooled OLSProbit ModelQuantile RegressionRandom Effects ModelRandom Effects Panel ModelRegression Discontinuity DesignRobust Hausman TestRobust Mixed ModelRobust Panel Event StudyRobust System GMMSeemingly Unrelated RegressionShift-Share IVSpatial Lag ModelSpatial Panel ModelSpatial RegressionStaggered Difference-in-DifferencesStochastic Frontier AnalysisStructural Break Panel Data AnalysisSynthetic ControlSynthetic Control Method in Education ResearchSystem GMMThreshold RegressionTime-varying parameter difference GMMTime-varying parameter fixed effects modelTime-varying parameter Hausman testTime-varying parameter OLSTime-varying Parameter Panel Data AnalysisTwo-Stage Least Squares (2SLS)