Methoden vergleichen

	Granger-Kausalitätstest	Paneldaten-Fixed-Effects-Modell
Fachgebiet	Ökonometrie	Ökonometrie
Familie	Regression model	Regression model
Entstehungsjahr	1969	2014
Urheber	Clive W. J. Granger	Hsiao (textbook treatment); within transformation of panel data
Typ	Time-series predictive causality test	Panel data regression
Wegweisende Quelle	Granger, C. W. J. (1969). Investigating Causal Relations by Econometric Models and Cross-spectral Methods. Econometrica, 37(3), 424-438.	Hsiao, C. (2014). Analysis of Panel Data (3rd ed.). Cambridge University Press.
Aliasnamen	Granger causality test, Granger non-causality test, predictive causality test, Granger Nedensellik Testi	fixed effects model, within estimator, panel fixed-effects regression, Panel Veri — Sabit Etkiler Modeli
Verwandt	5	5
Zusammenfassung	The Granger causality test, introduced by Clive W. J. Granger in 1969, assesses whether the past values of one time series help predict another beyond what the latter's own past already explains. It defines causality in a strictly predictive sense rather than as a structural or physical cause.	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).