In: Economics
A factory has produced a total of 32,000 cellphone cases. There are 3 scenarios for their demand and another 3 for their unit sale price as shown below. Remaining (unsold) units have to be heavily discounted making a profit of only $2.30 each. Determine the probability that they will make a total profit larger than $300,000.
Units sold # |
Probability for units sold |
Profit $/unit |
Probability for profit $/unit |
10,000 |
0.20 |
13.50 |
0.15 |
15,000 |
0.45 |
19.50 |
0.55 |
20,000 |
0.35 |
28.50 |
0.30 |
Drawing a matrix for all situations and calculating profits in each case we have
Units sold in Rows and Profit $/unit in Column and we calculate profit in each situation. (For example in the first cell, the 10,000 units sold will be at a profit of 13.50 per unit and the remaining 22,000 cases produced will have to be sold for 2.30$ profit per unit for a total profit of 13.5*10000 + 2.3*22000 (With a probability of 0.20*0.15 which is the probability that there will be 10,000 units sold at 13.50 profit per unit)
13.5 | 19.5 | 28.5 | |
10000 | 13.5*10000 + 2.3*22000 (With probability 0.20*0.15) | 19.5*10000 + 2.3*22000 (With probability 0.20*0.55) | 28.5*10000 + 2.3*22000 (With probability 0.20*0.30) |
15000 | 13.5*15000 + 2.3*17000 (With probability 0.45*0.15) | 19.5*15000 + 2.3*17000 (With probability 0.45*0.55) | 28.5*15000 + 2.3*17000 (With probability 0.45*0.30) |
20000 | 13.5*20000 + 2.3*12000 (With probability 0.35*0.15) | 19.5*20000 + 2.3*12000 (With probability 0.35*0.55) | 28.5*20000 + 2.3*12000 (With probability 0.35*0.30) |
13.5 | 19.5 | 28.5 | |
10000 | 185,600$ (Probability 0.03) | 245,600 $(With probability 0.11) | 335,600 (With probability 0.06) |
15000 | 241,600$ (With probability 0.0675) | 331,600$ (With probability 0.2475) | 466,600$ (With probability 0.135) |
20000 | 297,600$ (With probability 0.0525) | 417,600$ (With probability 0.1925) | 597,600 (With probability 0.105) |
Therefore the Probability that the profit is larger than 300,000$ will be the sum of the probabilities in the cells where the profit in the cell is larger than 300,000 = 0.06 + 0.2475 + 0.135 + 0.1925 + 0.105 = 0.74
Therefore the probability that they will make a total profit larger than 300,000$ is 74% or 0.74.
Hope it helps. Do ask for any clarifications if required.