7 The I (for “integrated”) indicates that the data values have been replaced with the difference between their values and the previous values (and this differencing process may have been performed more than once). Any model of the sort ARIMA (p, 0, q) is equivalent to an ARMA (p, q) model since we are not including any degree of changes. e. So we perform ARMA here, not ARIMA(means no Integration). The forecasting equation
in this case is t =
+ 1Yt-1) – (Yt-1
– Yt-2) = Yt – 2Yt-1 +
Yt-2. The importance of Anomaly Detection is not limited to security, but it is used for detection of any event that from this source not conform to our expectations. THE CERTIFICATION NAMES ARE THE TRADEMARKS OF THEIR RESPECTIVE OWNERS.
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