Question
At the University of Wyoming, home games played by the men's basketball team generated significant revenues for the Athletics Department through ticket and concession sales.
At the University of Wyoming, home games played by the men's basketball team generated significant revenues for the Athletics Department through ticket and concession sales. With the 2009-10 season ending, it was time to forecast revenues for the upcoming season. Even though ticket prices were already set, providing a revenue forecast was difficult, as the schedule of home games for the 2010-11 season was unknown, and both ticket and concession sales for each game were uncertain.
Assignment Imagine that you have been hired as a consultant for Bill Sparks, the Senior Associate Director of Business Operations for the Athletics Department. To help him and the University of Wyoming predict revenues for the coming year, you will need to answer the questions below. After performing the necessary analyses, prepare a short write-up that addresses the questions. The write-ups will be evaluated on their content and presentation, including logic, organization, grammar, and spelling.
Questions 1. Use simple linear regression to develop two models: one for predicting ticket sales and one for predicting concession sales. 2. Develop 3 simulation models to predict total revenue for a single 16-game season. One variable in your simulations should be the team's win percentage. Use Nave, Moving average, Weighted Moving Average(0.7, 0,2 0.2 and 0.1 respectively) and compare the models. The simulation models should be entered into a spreadsheet to facilitate multiple replications.
Opponent | Single Game Tickets Sold | Concession Revenues | Single Game Tickets Revenues | ||||
Saturday | November | 04, | 2006 | Non-Conference | 1,704 | 3,158 | 20,448 |
Tuesday | November | 07, | 2006 | Non-Conference | 716 | 1,839 | 8,592 |
Saturday | November | 11, | 2006 | Non-Conference | 1,218 | 5,768 | 14,616 |
Wednesday | November | 15, | 2006 | Non-Conference | 1,083 | 4,117 | 12,996 |
Saturday | November | 18, | 2006 | Non-Conference | 1,755 | 5,246 | 21,060 |
Wednesday | November | 29, | 2006 | Non-Conference | 909 | 2,583 | 10,908 |
Wednesday | December | 06, | 2006 | Non-Conference | 1,107 | 3,687 | 13,284 |
Saturday | December | 16, | 2006 | Non-Conference | 909 | 4,766 | 10,908 |
Wednesday | January | 10, | 2006 | Conference | 2,581 | 4,776 | 30,972 |
Saturday | January | 13, | 2007 | Conference | 3,694 | 8,222 | 44,328 |
Wednesday | January | 24, | 2007 | Conference | 3,462 | 8,652 | 41,544 |
Saturday | January | 27, | 2007 | Conference | 2,474 | 8,908 | 29,688 |
Tuesday | February | 06, | 2007 | Conference | 1,879 | 5,290 | 22,548 |
Saturday | February | 17, | 2007 | Conference | 2,778 | 7,365 | 33,336 |
Wednesday | February | 21, | 2007 | Conference | 1,297 | 5,214 | 15,564 |
Saturday | March | 03, | 2007 | Conference | 2,380 | 6,487 | 28,560 |
Saturday | November | 03, | 2007 | Non-Conference | 995 | 3,201 | 11,940 |
Tuesday | November | 06, | 2007 | Non-Conference | 717 | 2,330 | 8,604 |
Saturday | November | 10, | 2007 | Non-Conference | 1,266 | 3,424 | 15,192 |
Monday | November | 26, | 2007 | Non-Conference | 1,615 | 2,714 | 19,380 |
Saturday | December | 08, | 2007 | Non-Conference | 1,469 | 3,392 | 17,628 |
Saturday | December | 29, | 2007 | Non-Conference | 1,033 | 3,132 | 12,396 |
Monday | December | 31, | 2007 | Non-Conference | 688 | 1,509 | 8,256 |
Saturday | January | 05, | 2007 | Conference | 941 | 3,181 | 11,292 |
Wednesday | January | 16, | 2008 | Conference | 1,095 | 2,848 | 13,140 |
Saturday | January | 26, | 2008 | Conference | 1,894 | 5,050 | 22,728 |
Saturday | February | 02, | 2008 | Conference | 1,853 | 5,598 | 22,236 |
Wednesday | February | 06, | 2008 | Non-Conference | 660 | 1,616 | 7,920 |
Wednesday | February | 13, | 2008 | Conference | 601 | 1,961 | 7,212 |
Tuesday | February | 19, | 2008 | Conference | 757 | 2,490 | 9,084 |
Saturday | February | 23, | 2008 | Conference | 1,411 | 4,284 | 16,932 |
Saturday | March | 01, | 2008 | Conference | 1,664 | 4,857 | 19,968 |
Friday | Novembe | 07, | 2008 | Non-Conference | 941 | 2,102 | 11,292 |
Friday | November | 14, | 2008 | Non-Conference | 839 | 2,384 | 10,068 |
Wednesday | November | 19, | 2008 | Non-Conference | 3,084 | 2,714 | 37,008 |
Saturday | November | 22, | 2008 | Non-Conference | 1,559 | 3,144 | 18,708 |
Wednesday | November | 26, | 2008 | Non-Conference | 593 | 2,642 | 7,116 |
Saturday | November | 29, | 2008 | Non-Conference | 937 | 3,718 | 11,244 |
Tuesday | December | 16, | 2008 | Non-Conference | 522 | 1,838 | 6,264 |
Saturday | December | 20, | 2008 | Non-Conference | 635 | 4,083 | 7,620 |
Wednesday | January | 14, | 2009 | Conference | 1,723 | 4,968 | 20,676 |
Saturday | January | 24, | 2009 | Conference | 3,172 | 6,879 | 38,064 |
Tuesday | January | 27, | 2009 | Conference | 987 | 2,100 | 11,844 |
Saturday | February | 07, | 2009 | Conference | 1,995 | 5,658 | 23,940 |
Wednesday | February | 18, | 2009 | Conference | 855 | 2,374 | 10,260 |
Saturday | February | 21, | 2009 | Conference | 1,953 | 5,674 | 23,436 |
Wednesday | March | 04, | 2009 | Conference | 2,235 | 6,262 | 26,820 |
Saturday | March | 07, | 2009 | Conference | 2,972 | 7,624 | 35,664 |
Saturday | November | 07, | 2009 | Non-Conference | 2,273 | 3,504 | 27,276 |
Friday | November | 13, | 2009 | Non-Conference | 1,534 | 2,879 | 18,408 |
Wednesday | November | 18, | 2009 | Non-Conference | 729 | 1,958 | 8,748 |
Saturday | November | 21, | 2009 | Non-Conference | 1,483 | 3,204 | 17,796 |
*Friday | November | 27, | 2009 | Non-Conference | 742 | 2,355 | 8,904 |
*Saturday | November | 28, | 2009 | Non-Conference | 652 | 1,759 | 7,824 |
*Sunday | November | 29, | 2009 | Non-Conference | 488 | 1,521 | 5,856 |
Saturday | December | 05, | 2009 | Non-Conference | 2,446 | 2,058 | 29,352 |
Sunday | December | 20, | 2009 | Non-Conference | 515 | 3,733 | 6,180 |
Wednesday | December | 30, | 2009 | Non-Conference | 599 | 2,201 | 7,188 |
Saturday | January | 02, | 2010 | Non-Conference | 652 | 2,526 | 7,824 |
Wednesday | January | 06, | 2010 | Conference | 583 | 2,064 | 6,996 |
Saturday | January | 09, | 2010 | Conference | 1,012 | 3,745 | 12,144 |
Saturday | January | 16, | 2010 | Conference | 2,327 | 6,716 | 27,924 |
Wednesday | January | 27, | 2010 | Conference | 1,009 | 2,730 | 12,108 |
Wednesday | February | 03, | 2010 | Conference | 897 | 2,036 | 10,764 |
Saturday | February | 13, | 2010 | Conference | 1,519 | 4,558 | 18,228 |
Saturday | February | 20, | 2010 | Conference | 1,335 | 2,429 | 16,020 |
Tuesday | March | 02, | 2010 | Conference | 707 | 1,624 | 8,484 |
Annual data for the Previous Four Seasons | |||
season | Year | No. of Season Tickets sold | Win Percentage |
2006-2007 | 2006 | 4,088 | 0.619 |
2007-2008 | 2007 | 4,120 | 0.4 |
2008-2009 | 2008 | 3,844 | 0.643 |
2009-2010 | 2009 | 3,819 | 0.323 |
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