Methoden vergleichen

	Paneldaten-Fixed-Effects-Modell	Methode der kleinsten Quadrate (OLS)
Fachgebiet	Ökonometrie	Ökonometrie
Familie	Regression model	Regression model
Entstehungsjahr	2014	2019
Urheber	Hsiao (textbook treatment); within transformation of panel data	Wooldridge (textbook treatment); classical least squares
Typ	Panel data regression	Linear regression
Wegweisende Quelle	Hsiao, C. (2014). Analysis of Panel Data (3rd ed.). Cambridge University Press.	Wooldridge, J. M. (2019). Introductory Econometrics: A Modern Approach (7th ed.). Cengage Learning. ISBN: 978-1337558860
Aliasnamen	fixed effects model, within estimator, panel fixed-effects regression, Panel Veri — Sabit Etkiler Modeli	ordinary least squares, classical linear regression, linear regression, en küçük kareler regresyonu
Verwandt	5	5
Zusammenfassung	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).	Ordinary Least Squares is the classical linear regression method that explains a continuous outcome as a linear combination of predictors. It estimates the coefficients by minimising the sum of squared residuals, and under the Gauss-Markov assumptions these estimates are the best linear unbiased estimator (BLUE).