When using the multiplicative time-series model to determine the seasonal indexes, the first step is to isolate the seasonal and random components from the cyclical and trend components.

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The multiplicative time-series model involves decomposing the time series into its components, and the first step is to separate the seasonal and random components from the trend and cyclical components to analyze them individually.

When Using the Multiplicative Time-Series Model to Determine the Seasonal