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Breusch-Pagan-testet för heteroskedasticitet×Vanligaste minsta kvadratmetoden (OLS) Regression×
ÄmnesområdeEkonometriEkonometri
FamiljRegression modelRegression model
Ursprungsår19792019
UpphovspersonTrevor Breusch & Adrian PaganWooldridge (textbook treatment); classical least squares
TypLagrange-multiplier test for heteroskedasticityLinear regression
UrsprungskällaBreusch, T. S., & Pagan, A. R. (1979). A simple test for heteroscedasticity and random coefficient variation. Econometrica, 47(5), 1287–1294. DOI ↗Wooldridge, J. M. (2019). Introductory Econometrics: A Modern Approach (7th ed.). Cengage Learning. ISBN: 978-1337558860
AliasBP test, Breusch-Pagan-Godfrey test, Lagrange multiplier test for heteroskedasticity, Breusch-Pagan değişen varyans testiordinary least squares, classical linear regression, linear regression, en küçük kareler regresyonu
Närliggande35
SammanfattningThe 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.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).
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ScholarGateJämför metoder: Breusch-Pagan Test · OLS Regression. Hämtad 2026-06-18 från https://scholargate.app/sv/compare