Business Forecasting
The Ljung-Box test is a statistical test used to determine whether a time series data set exhibits autocorrelation at lags greater than zero. It assesses the null hypothesis that the autocorrelations of a time series are all zero, which implies that the observations are independent. Understanding this test is essential for analyzing residuals from models and ensuring that they do not exhibit patterns, which is crucial for the accurate identification and estimation of models.
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