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Consider the following time series. It represents international tourist visitor nights in Australia.
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Fit an exponential smoothing model to it.
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Create the decomposition. Since this is a model with both trend and seasonal components, you get four data sets.
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Since the error and seasonal components are multiplicative, it makes sense to display them together. The trend and level components are displayed separately.
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