In: Statistics and Probability
The bookstore sells promotional booklets. You can buy the booklets from your supplier in bundles of one dozen each. Each booklet in the bundle costs $65, and will sell for $90. Booklets unsold by specific event will be clearance priced at $20. The bookstore estimates that demand patterns will follow the table below. How many bundles should be purchased based on EMV criteria?
Demand level |
Probability |
1 bundle |
10 percent |
2 bundles |
30 percent |
3 bundles |
50 percent |
4 bundles |
10 percent |
Profit =Selling Price - Cost Price =(90*12) - (65*12) =1080 - 780 =300
Loss =Cost Price - Clearance Price =(65*12) - (20*12) =780 - 240 =540
Pay-off table:
Demand/Supply |
A1: 1bundle |
A2: 2 bundles |
A3: 3 bundles |
A4: 4 bundles |
1 bundle | 300 | 300 - 540 = -240 | 300 - 2(540) =300 - 1080 = -780 | 300 - 3(540) =300 - 1620 = -1320 |
2 bundles | 300 | 2*300 =600 | 600 - 540 =60 | 600 - 2(540) =600 - 1080 = -480 |
3 bundles | 300 | 600 | 3*300 =900 | 900 - 540 =360 |
4 bundles | 300 | 600 | 900 | 4*300 =1200 |
(A1, A2, A3 and A4 are four different alternatives of supply).
For A2:
When the supply is 2 bundles and the demand is more than 2 bundles, i.e., 3 or 4 bundles, then only 2 bundles can be sold and profit is the same 600 for the demand of 3 and 4 bundles (there are no unsold bundles).
For A2:
When the supply is 2 bundles and the demand is only for 1 bundle and so, 1 bundle is sold for a profit of 300 but 1 bundle is left unsold which is cleared with a loss of 540. So, the payoff =300 - 540 = -240 (i.e., loss of $240).
This explaination can be applied to the remaining payoffs.
Expected Monetary Value, EMV =(Pay-off*Probability)
EMV table:
Demand/Supply | Probability |
A1 : 1 bundle |
A2: 2 bundles |
A3: 3 bundles |
A4: 4bundles |
1 bundle | 0.10 | 300*0.10 =30 | -240*0.10 = -24 | -780*0.10 = -78 | -1320*0.10 = -132 |
2 bundles | 0.30 | 300*0.30 =90 | 600*0.30 =180 | 60*0.30 =18 | -480*0.30 = -144 |
3 bundles | 0.50 | 300*0.50 =150 | 600*0.50 =300 | 900*0.50 =450 | 360*0.50 =180 |
4 bundles | 0.10 | 300*0.10 =30 | 600*0.10 =60 | 900*0.10 =90 | 1200*0.10 =120 |
Total | 1 | 300 | 516 | 480 | 24 |
EMV in case of A2 is greater than the remaining alternatives of supply. Thus, it is recommended to have a supply of 2 bundles where EMV =$516.
Therefore, 2 bundles should be purchased based on EMV criteria.