Vertaile menetelmiä

	Goldfeld-Quandt-testi heteroskedastisuuden havaitsemiseksi	Breusch–Paganin testi heteroskedastisuudelle
Tieteenala	Ekonometria	Ekonometria
Menetelmäperhe	Hypothesis test	Regression model
Syntyvuosi	1965	1979
Kehittäjä	Stephen Goldfeld & Richard Quandt	Trevor Breusch & Adrian Pagan
Tyyppi	F-ratio test for heteroskedasticity	Lagrange-multiplier test for heteroskedasticity
Alkuperäislähde	Goldfeld, S. M., & Quandt, R. E. (1965). Some tests for homoscedasticity. Journal of the American Statistical Association, 60(310), 539–547.	Breusch, T. S., & Pagan, A. R. (1979). A simple test for heteroscedasticity and random coefficient variation. Econometrica, 47(5), 1287–1294.
Rinnakkaisnimet	GQ Test, Goldfeld-Quandt Heteroskedasticity Test, Split-Sample Variance Ratio Test, Goldfeld-Quandt Homojenlik Testi	BP test, Breusch-Pagan-Godfrey test, Lagrange multiplier test for heteroskedasticity, Breusch-Pagan değişen varyans testi
Liittyvät	3	3
Tiivistelmä	The Goldfeld-Quandt test, introduced by Stephen Goldfeld and Richard Quandt in 1965, is a classical diagnostic procedure for detecting heteroskedasticity in OLS regression. It operates by sorting observations according to a variable suspected of driving variance, omitting a central block, fitting separate regressions on the two tail sub-samples, and comparing their residual variances via an F-ratio. The test is particularly well-suited to situations where the error variance is believed to increase or decrease monotonically with an observed regressor.	The Breusch-Pagan test, introduced by Trevor Breusch and Adrian Pagan in 1979, is a Lagrange-multiplier test for heteroskedasticity — the condition where the variance of a regression's errors changes with the explanatory variables. It works by regressing the squared OLS residuals on candidate variables and checking whether they explain any of the residual variation, signalling that the constant-variance assumption is violated.