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The table shows quarterly grain shipment for a farming cooperative. The regressi

ID: 3142143 • Letter: T

Question

The table shows quarterly grain shipment for a farming cooperative. The regression line (liner equation) for the deseasonalized values is Y = 2.12x + 244. Rounded to two decimal places, what is the forecast for Quarter I, and quarter II and quarter III, and IV , Year 6?

period quarter demand seasonal factor (index)

1 I 200 0.81

2 II 250 0.99

3 III 210 0.84

4 IV 340 1.36

5 I 210 0.81

6 II 252 0.99

7 III 212 0.84

8 IV 360 1.36

9 I 215 0.81

10 II 260 0.99

11 III 220 0.84

12 IV 358 1.36

13 I 225 0.81

14 II 272 0.99

15 III 233 0.84

16 IV 372 1.36

17 I 232 0.81

18 II 284 0.99

19 III 240 0.84

20 IV 381 1.36

21 I 0.81

22 II 0.99

23 III 0.84

24 IV 1.36

Explanation / Answer

Quarter I, and quarter II and quarter III, and IV of Year 6 means period=21,22,23,24 respectively.
So to find forecast of Quarter I, quarter II, quarter III, and IV we just plug x=21,22,23,24 respectively then simplify to get demand value.

period quarter demand seasonal factor (index) 21 I 288.52 0.81 22 II 290.64 0.99 23 III 292.76 0.84 24 IV 294.88 1.36
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