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Hello, I have the following information: Quarterly demand for smartphones at a retailer is as shown. Quarterly demand for smartphones at a retailer is as

Hello, I have the following information:

Quarterly demand for smartphones at a retailer is as shown.

Quarterly demand for smartphones at a retailer is as shown.

YearQuarterDemand
1I513
II932
III1,509
IV1,902
2I693
II1,163
III1,857
IV2,469
3I846
II1,439
III2,271
IV3,079
4I1,070
II1,751
III2,785
IV3,613

Forecast quarterly demand for year 5 using the following models:

  1. 4-week simple moving average
  2. Simple exponential smoothing with=0.1
  3. Trend adjusted exponential smoothing (Holt's model) with=0.1and=0.1
  4. Linear regression with seasonality

Note: I started and made my chart in excel but there is something wrong and I think that my moving average is not right because I don't know how to move forward with year 5. I would appreciate it if you could help me. Thank you.

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