Question

In: Statistics and Probability

Demand data for thirty days have been provided, along with computed weighted moving average forecasts for...

  1. Demand data for thirty days have been provided, along with computed weighted moving average forecasts for days six to thirty, using weights of 0.5, 0.3, 0.1, 0.05, and 0.05, with the largest weight on most recent demand. Please compute the Mean Suared Error (MSE) for the 25 forecasts, and then use SOLVER to find the five weights that will minimize the MSE. Note that your weights must sum to one, and it is OK for some of the weights to be zero.

Report your new (optimized) value for the MSE, to two decimals.

0.05
0.05
0.1
0.3
0.5
Week (t) Demand (Dt) WMA Forecast (Ft)
1 686
2 700
3 692
4 695
5 681
6 699 687.50
7 675 692.90
8 683 684.65
9 681 682.70
10 693 681.90
11 702 687.80
12 697 694.90
13 704 696.60
14 707 700.00
15 698 704.15
16 695 701.45
17 683 697.65
18 688 690.35
19 694 688.65
20 679 691.35
21 688 685.40
22 670 685.65
23 681 678.40
24 679 678.95
25 673 679.15
26 688 676.20
27 670 681.35
28 672 676.70
29 666 673.40
30 673 669.65

Solutions

Expert Solution

Please refer the images

The pink part in excel sheet ...is the question

Final answer: MSE = 72.86 and New weights = 0.084, 0, 0, 0.554 ,0.350 (Cell I2 to I6) GREEN

Please see the blue cell and the formula tab to know the formula of the blue cell.

Similarly, forecast value for all weeks.

Look at the blue cell and the formula bar

Use data solve from DATA and fill the dialog box like given below.

Fill the details and click run, use GRG non linear and untick the unconstrained variable non-negative box as we have already put the constraints.

Now you get all the values required i.e. the weights and the minimum MSE.


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