In: Statistics and Probability
Seating Zone | Seats Available | Ticket Price | Mean Demand | Standard Deviation |
First Level Sideline | 15000 | $100.00 | 14500 | 750 |
Second Level | 5000 | $90.00 | 4750 | 500 |
First Level End Zone | 10000 | $80.00 | 9000 | 1250 |
Third Level Sideline | 21000 | $70.00 | 17000 | 2500 |
Third Level End Zone | 14000 | $60.00 | 8000 | 3000 |
Determine the distribution of total revenue using a data table. Use histogram to summarize results | ||||
3 Simulated Trials assume higher ticket prices |
Solution-
For trials, formula =+NORMINV(RAND(),C$11,C$12) NORMINV(RAND(),mean,s.d)
rand() generates value b/w 0 and 1, say 0.36
Norminv for 1st level side line trial1 cell generates for e.g 36th percentile of a normal distr with mean 14500 and s.d 750
Zone | 1st Level sideline | Second level | First Level End Zone |
Second Level End Zone | Third Level End Zone | ||
Seats | 15,000 | 5,000 | 10,000 | 21,000 | 14,000 | ||
Ticket Price | 100 | 90 | 80 | 70 | 60 | ||
Mean trial | mean demand | 14,500 | 4,750 | 9,000 | 17,000 | 8,000 | 4,267,500 |
Std devn | 750 | 500 | 1,250 | 2,500 | 3,000 | ||
Trial | |||||||
1 | 14,140 | 5,137 | 8,194 | 15,668 | 7,132 | 4,056,513 | |
2 | 15,316 | 4,624 | 9,155 | 20,138 | 9,788 | 4,677,161 | |
3 | 12,568 | 3,693 | 8,378 | 17,463 | 6,711 | 3,884,436 | |
4 | 14,138 | 5,387 | 7,009 | 18,252 | 6,048 | 4,099,855 | |
5 | 15,275 | 5,380 | 7,804 | 16,718 | 15,654 | 4,745,550 | |
6 | 14,749 | 4,755 | 7,117 | 12,144 | 8,284 | 3,819,344 | |
7 | 14,369 | 4,540 | 8,461 | 17,724 | 10,591 | 4,398,508 | |
8 | 13,658 | 5,119 | 9,359 | 14,907 | 8,680 | 4,139,434 | |
9 | 14,204 | 5,503 | 8,046 | 14,157 | 6,493 | 3,939,869 | |
10 | 13,963 | 5,047 | 8,899 | 18,976 | 9,830 | 4,480,617 | |
11 | 14,291 | 5,511 | 9,502 | 18,654 | 5,618 | 4,328,091 | |
12 | 14,358 | 5,224 | 6,372 | 18,148 | 5,206 | 3,998,415 | |
13 | 13,721 | 5,490 | 10,315 | 17,585 | 4,364 | 4,184,207 | |
14 | 14,107 | 5,314 | 9,638 | 15,621 | 14,173 | 4,603,837 | |
15 | 14,171 | 5,419 | 9,597 | 13,661 | 4,264 | 3,884,684 | |
16 | 15,717 | 3,775 | 9,987 | 13,784 | 8,919 | 4,210,394 | |
17 | 14,033 | 4,774 | 9,837 | 17,725 | 12,526 | 4,612,318 | |
18 | 15,328 | 4,931 | 9,225 | 18,690 | 5,257 | 4,338,282 | |
19 | 14,711 | 4,005 | 8,571 | 18,827 | 9,596 | 4,410,872 | |
20 | 14,611 | 5,320 | 8,875 | 18,585 | 10,535 | 4,582,906 | |
21 | 14,272 | 5,698 | 9,748 | 20,218 | 12,154 | 4,864,409 | |
22 | 15,574 | 4,415 | 11,735 | 15,204 | 8,436 | 4,463,979 | |
23 | 14,921 | 5,335 | 10,215 | 20,103 | 7,106 | 4,623,037 | |
24 | 14,873 | 4,906 | 6,942 | 21,584 | 5,797 | 4,342,796 | |
25 | 15,126 | 4,280 | 10,736 | 16,262 | 9,991 | 4,494,473 | |
26 | 13,966 | 5,050 | 10,098 | 21,143 | 5,551 | 4,472,013 | |
27 | 13,290 | 5,173 | 7,601 | 20,189 | 5,479 | 4,144,689 | |
28 | 14,771 | 5,138 | 9,339 | 16,316 | 6,309 | 4,207,312 | |
29 | 14,387 | 5,290 | 7,551 | 18,854 | 9,578 | 4,413,364 | |
30 | 14,139 | 3,823 | 7,562 | 14,529 | 8,180 | 3,870,811 | |
31 | 15,269 | 4,317 | 11,205 | 14,843 | 14,750 | 4,735,748 | |
32 | 12,872 | 5,254 | 10,185 | 15,609 | 10,580 | 4,302,286 | |
33 | 14,160 | 4,249 | 9,006 | 15,785 | 5,797 | 3,971,624 | |
34 | 12,708 | 5,943 | 8,122 | 20,530 | 10,074 | 4,497,003 | |
35 | 14,627 | 4,261 | 8,723 | 14,729 | 13,810 | 4,403,656 | |
36 | 15,253 | 5,424 | 8,044 | 18,270 | 7,770 | 4,402,067 | |
37 | 14,844 | 5,375 | 8,366 | 15,296 | 5,364 | 4,029,953 | |
38 | 13,941 | 4,159 | 8,785 | 13,056 | 7,577 | 3,839,754 | |
39 | 14,315 | 5,170 | 10,010 | 15,566 | 5,976 | 4,145,752 | |
40 | 13,487 | 4,832 | 9,006 | 14,554 | 9,029 | 4,064,653 | |
41 | 14,300 | 4,925 | 6,846 | 19,381 | 10,585 | 4,412,703 | |
42 | 15,266 | 4,220 | 7,554 | 19,199 | 12,458 | 4,602,105 | |
43 | 14,018 | 5,075 | 8,124 | 15,122 | 7,451 | 4,014,122 | |
44 | 13,420 | 4,512 | 10,942 | 17,506 | 7,871 | 4,321,089 | |
45 | 13,939 | 4,850 | 10,320 | 20,052 | 6,233 | 4,433,536 | |
46 | 13,145 | 5,337 | 9,862 | 17,154 | 9,551 | 4,357,616 | |
47 | 15,206 | 5,524 | 8,612 | 18,478 | 10,361 | 4,621,859 | |
48 | 14,296 | 5,249 | 7,601 | 20,456 | 10,273 | 4,558,351 | |
49 | 13,420 | 4,443 | 9,730 | 11,272 | 6,224 | 3,682,762 | |
50 | 14,085 | 5,267 | 8,663 | 10,582 | 13,250 | 4,111,275 |