EACF, or Extended Autocorrelation Function, is a statistical tool used in time series analysis to identify the presence of autoregressive and moving average components in a dataset. It extends the basic autocorrelation function by considering multiple lags and helps in determining the order of ARIMA models, making it crucial for model identification and estimation.
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