The Ljung-Box test is a statistical test used to determine if there are significant autocorrelations in a time series at lags up to a specified number. This test is particularly important when working with ARIMA models, as it helps to assess the adequacy of the model by checking whether the residuals are independent and identically distributed, which is a key assumption in time series analysis.
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