In: Statistics and Probability
The table below shows monthly beer sales at Gordon’s Liquor Store in 2017.
Month |
Sales |
Jan |
900 |
Feb |
725 |
Mar |
1000 |
Apr |
800 |
May |
750 |
Jun |
1200 |
Jul |
1000 |
Aug |
1100 |
Sep |
1250 |
Oct |
1050 |
Nov |
1400 |
Dec |
1600 |
Jan |
Forecast beer sales needed for January 2018 using an exponential smoothing method
At | Ft | Ft | Ft | |
Month | Sales | a=0.2 | a=0.4 | a=0.9 |
Jan | 900 | 900 | 900 | 900 |
Feb | 725 | 900 | 900 | 900 |
Mar | 1000 | 865 | 830 | 742.5 |
Apr | 800 | 892 | 898 | 974.25 |
May | 750 | 873.6 | 858.8 | 817.425 |
Jun | 1200 | 848.88 | 815.28 | 756.7425 |
Jul | 1000 | 919.104 | 969.168 | 1155.674 |
Aug | 1100 | 935.2832 | 981.5008 | 1015.567 |
Sep | 1250 | 968.2266 | 1028.9 | 1091.557 |
Oct | 1050 | 1024.581 | 1117.34 | 1234.156 |
Nov | 1400 | 1029.665 | 1090.404 | 1068.416 |
Dec | 1600 | 1103.732 | 1214.243 | 1366.842 |
Jan-18 | 1202.986 | 1368.546 | 1576.684 |
Formula sheet
At | Ft | Ft | Ft | |
Month | Sales | a=0.2 | a=0.4 | a=0.9 |
Jan | 900 | =B3 | =C3 | =D3 |
Feb | 725 | =0.2*C3+(1-0.2)*C3 | =0.4*D3+(1-0.4)*D3 | =0.9*E3+(1-0.9)*E3 |
Mar | 1000 | =0.2*B4+(1-0.2)*C4 | =0.4*B4+(1-0.4)*D4 | =0.9*B4+(1-0.9)*E4 |
Apr | 800 | =0.2*B5+(1-0.2)*C5 | =0.4*B5+(1-0.4)*D5 | =0.9*B5+(1-0.9)*E5 |
May | 750 | =0.2*B6+(1-0.2)*C6 | =0.4*B6+(1-0.4)*D6 | =0.9*B6+(1-0.9)*E6 |
Jun | 1200 | =0.2*B7+(1-0.2)*C7 | =0.4*B7+(1-0.4)*D7 | =0.9*B7+(1-0.9)*E7 |
Jul | 1000 | =0.2*B8+(1-0.2)*C8 | =0.4*B8+(1-0.4)*D8 | =0.9*B8+(1-0.9)*E8 |
Aug | 1100 | =0.2*B9+(1-0.2)*C9 | =0.4*B9+(1-0.4)*D9 | =0.9*B9+(1-0.9)*E9 |
Sep | 1250 | =0.2*B10+(1-0.2)*C10 | =0.4*B10+(1-0.4)*D10 | =0.9*B10+(1-0.9)*E10 |
Oct | 1050 | =0.2*B11+(1-0.2)*C11 | =0.4*B11+(1-0.4)*D11 | =0.9*B11+(1-0.9)*E11 |
Nov | 1400 | =0.2*B12+(1-0.2)*C12 | =0.4*B12+(1-0.4)*D12 | =0.9*B12+(1-0.9)*E12 |
Dec | 1600 | =0.2*B13+(1-0.2)*C13 | =0.4*B13+(1-0.4)*D13 | =0.9*B13+(1-0.9)*E13 |
43101 | =0.2*B14+(1-0.2)*C14 | =0.4*B14+(1-0.4)*D14 | =0.9*B14+(1-0.9)*E14 |
Graph