Consider monthly demand for the ABCCorporation as shown below. Forecast the monthly demand for Year 6using the 3-period moving average and 4-period moving average.Evaluate the bias, TS, MAD, MAPE and MSE. Evaluate the quality ofthe forecast
Sales | Year 1 | Year 2 | Year 3 | Year 4 | Year 5 |
JAN | 2000 | 3000 | 2000 | 5000 | 5000 |
FEB | 3000 | 4000 | 5000 | 4000 | 2000 |
MAR | 3000 | 3000 | 5000 | 4000 | 3000 |
APR | 3000 | 5000 | 3000 | 2000 | 2000 |
MAY | 4000 | 5000 | 4000 | 5000 | 7000 |
JUN | 6000 | 8000 | 6000 | 7000 | 6000 |
JUL | 7000 | 3000 | 7000 | 10000 | 8000 |
AUG | 6000 | 8000 | 10000 | 14000 | 10000 |
SEP | 10000 | 12000 | 15000 | 16000 | 20000 |
OCT | 12000 | 12000 | 15000 | 16000 | 20000 |
NOV | 14000 | 16000 | 18000 | 20000 | 22000 |
DEC | 8000 | 10000 | 8000 | 12000 | 8000 |
Total | 78000 | 89000 | 98000 | 115000 | 113000 |