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Ljungův-Boxův Q test autokorelace×LM test Breusch-Godfreyové pro sériovou korelaci×
OborEkonometrieEkonometrie
RodinaHypothesis testRegression model
Rok vzniku19781978
TvůrceGreta Ljung & George BoxTrevor Breusch & Leslie Godfrey
TypPortmanteau goodness-of-fit testLagrange-multiplier test for serial correlation
Původní zdrojLjung, G. M., & Box, G. E. P. (1978). On a measure of lack of fit in time series models. Biometrika, 65(2), 297–303. DOI ↗Godfrey, L. G. (1978). Testing against general autoregressive and moving average error models when the regressors include lagged dependent variables. Econometrica, 46(6), 1293–1301. DOI ↗
Další názvyLjung-Box Q Test, Modified Box-Pierce Test, Portmanteau Test for Autocorrelation, Otokorelasyon Portmanteau TestiBG test, LM test for autocorrelation, Breusch-Godfrey serial correlation test, Breusch-Godfrey otokorelasyon testi
Příbuzné33
ShrnutíThe Ljung-Box Q test is a diagnostic portmanteau test proposed by Ljung and Box (1978) to assess whether a group of autocorrelations in a time series residual sequence is jointly zero. It is widely used to evaluate the adequacy of fitted time series models — especially ARIMA models — by testing whether remaining residuals exhibit any systematic pattern. The test is applicable in econometrics, finance, and any field that relies on temporal data modeling.The Breusch-Godfrey test is a Lagrange-multiplier test for serial correlation in regression residuals, developed independently by Trevor Breusch (1978) and Leslie Godfrey (1978). Unlike the Durbin-Watson test, it detects autocorrelation up to any chosen order p, remains valid when the model includes lagged dependent variables, and produces a definite chi-square p-value rather than an inconclusive region — making it the modern standard for autocorrelation testing.
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ScholarGatePorovnat metody: Ljung-Box Test · Breusch-Godfrey Test. Získáno 2026-06-19 z https://scholargate.app/cs/compare