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Testul Breusch-Pagan pentru heteroschedasticitate×Regresia prin metoda celor mai mici pătrate ordinare (OLS)×
DomeniuEconometrieEconometrie
FamilieRegression modelRegression model
Anul apariției19792019
Autorul originalTrevor Breusch & Adrian PaganWooldridge (textbook treatment); classical least squares
TipLagrange-multiplier test for heteroskedasticityLinear regression
Sursa seminalăBreusch, 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
Denumiri alternativeBP 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
Înrudite35
RezumatThe 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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ScholarGateCompară metode: Breusch-Pagan Test · OLS Regression. Preluat la 2026-06-18 de pe https://scholargate.app/ro/compare