Discuss how the choice of a time series model can influence the viewer’s perspective. Start by thinking about how the perception of a “current situation” could be affected by a 3 days moving average compared with a 7 days moving average. How does each one of those two representations look if the last two days have a significant difference when compared with the days before? Maybe something important happened that justifies highlighting that difference, maybe it did not. How relevant is the entire week? Think, for instance, about the difference between a pandemic, a pandemic outbreak, and the stock market. Expand on your thoughts on how the choice of model can be used to manipulate perception. –
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