The Breusch-Pagan Test is a statistical test used to detect heteroscedasticity in a regression model, which occurs when the variance of the errors is not constant across all levels of the independent variable(s). Identifying heteroscedasticity is crucial for ensuring the validity of regression results, especially in ARIMA models, where assumptions about error terms directly impact model reliability and forecasting accuracy.
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