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As part of the development of a decomposition model, the calculation of forecast is needed. The data below was used to develop a decomposition model.

As part of the development of a decomposition model, the calculation of forecast is needed. The data below was used to develop a decomposition model. The seasonal indices and the linear trend projection (for deseasonalized data) are provided below as well. Use the provided information to forecast the next year's values.

Time Year Quarter Data
1 2019 1 21.7
2 2019 2 29.8
3 2019 3 26.8
4 2019 4 30.4
5 2020 1 41.2
6 2020 2 44.8
7 2020 3 57.9
8 2020 4 45.1
9 2021 1 64.8
10 2021 2 66.2
11 2021 3 68.2
12 2021 4 63.5
  1. The decomposition model developed contains seasonal indices and a linear trend projection (provided below). Use the model to calculate forecasts for the next year. Round all values to one decimal place. Seasonal Indices: I1=I1=1.0723, I2=I2=1.0264, I3=I3=1.0403, I4=I4=0.861 Trend Projection: y=15.93+4.79X
  2. 2022 Quarter 1=?
  3. 2022 Quarter 2=?
  4. 2022 Quarter 3=?
  5. 2022 Quarter 4=?

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