Question

In: Operations Management

I only need question C answered, but I provided the rest of the worksheet to use...

I only need question C answered, but I provided the rest of the worksheet to use as reference in order to do so.

Q1. Jamie wants to forecast the number of students who will enroll in operations management next semester in order to determine how many sections to schedule. He has accumulated the following enrollment data for the past six semesters:

SEMESTER

STUDENTS ENROLLED IN OM

1

270

2

310

3

250

4

290

5

370

6

410

a (2 pts). Compute a three-semester moving average forecast for semesters 4 through 7 (Model a) (Use two decimals).

SEMESTER

Three-semester moving average forecast for semesters 4 through 7

1

-

2

-

3

-

4

5

6

7

b (3 pts). Compute the exponentially smoothed forecast (α = .20) for semesters 1 through 7 (Model b) (Use two decimals).

SEMESTER

Exponentially smoothed forecast (α = .20) for semesters 1 through 7

1

2

3

4

5

6

7

c (3 pts). Compare the two forecasts using MAD and indicate the most accurate.

MAD (model a) =

MAD (model b) =

Solutions

Expert Solution

SEMESTER STUDENTS ENROLLED IN OM a. 3-pd MA Absolute Error b. Exp. Smoothing Absolute Error
1 270 270.00 0.00
2 310 270.00 40.00
3 250 278.00 28.00
4 290 276.67 13.33 272.40 17.60
5 370 283.33 86.67 275.92 94.08
6 410 303.33 106.67 294.74 115.26
7 356.67 317.79
MAD: 68.89 49.16
Moving average: F(t)={A1+A2+…+A(n)}/n
exponential smoothing: α 0.2
F(t)=α A(t-1)+[1-α]*F(t-1)
Error=Actual-Forecast
MAD=|Error|/n
MAD (model a) = 68.89
MAD (model b) = 49.16
Model b is the most accurate.

formulas used:

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