Question: The previous problems contain time series data. In a time series, data may change as time passes, but why the data is changing is not
The previous problems contain time series data. In a time series, data may change as time passes, but why the data is changing is not accounted for in the pattern.Data can follow a pattern:
level or horizontal pattern no change in data values.
trend pattern progressively increasing or decreasing
seasonal pattern regular repeating pattern
Regression can be used to establish a reason for why data is changing.
In this problem, the company believes that the amount they spend on advertising will cause the retail sales to change. 
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