Ljung Box

The Ljung Box statistic tests for the overall auto-correlation of the fitted errors of a model. It determines how a variable relates to itself when it is lagged one or more periods. It shows that if the correct ARIMA model is estimated, the Ljung Box statistic will tend to be smaller. Conversely, an erroneous model would tend to inflate the Ljung Box statistic.

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