Question

In this practice problem, you will work with the following data 5.0610.32 5.09 1213.05 9.58 13 10.24 4 6.07 14 2.32 6.4315 14.86 16 13.56 7.26 171.92 6.8118 16.75 9 13.161913.29 10 8.76 20 15.06 6 Time Series Plot of the Data 10 15 20 Time Figure 1

Answer 1

Correct option : Trend and Seasonality

Reason : We can see that the graph is going up and overall there is an increase over the time which represents an upward trend.

Now, Seasonality refers to patterns that repeat with a fixed period of time. We can see a definite pattern in the above plot where the values increase and decrease within a fixed interval of time.

So, we can say that the model is able to capture Trend and Seasonality.