Question
The Football Bowl Subdivision (FBS) level of the National Collegiate Athletic Association (NCAA) consists of over 100 schools. Most of these schools belong to one
The Football Bowl Subdivision (FBS) level of the National Collegiate Athletic Association (NCAA) consists of over 100 schools. Most of these schools belong to one of several conferences, or collections of schools, that compete with each other on a regular basis in collegiate sports. Suppose the NCAA has commissioned a study that will propose the formation of conferences based on the similarities of the constituent schools. The file FBS contains data on schools belong to the Football Bowl Subdivision (FBS). Each row in this file contains information on a school. The variables include football stadium capacity, latitude, longitude, athletic department revenue, endowment, and undergraduate enrollment.
Refer to the Appendix for instructions on how to perform a given hierarchical clustering method using JMP Pro. In the Clustering JMP Pro dialog box, in the Options area, in the Method section check Single in the first analysis (Average in the second analysis), select Data as usual, and check Standardize Data. When the Data Hierarchical Cluster JMP Pro dialog results box appears, click the red triangle next to Hierarchical Clustering, choose Number of Clusters and enter 10.
A. Apply hierarchical clustering with 10 clusters using latitude and longitude as variables. Compute the cluster sizes, as well as the minimum and maximum of the latitude and longitude of single linkage method. If required, round your answers to one decimal places. If your answer is negative, use minus sign.
Cluster Id 1 2 3 4 5 6 7 8 9 10
Cluster Size, Min of Latitude, Max of Latitude, Min of Longitude, Max of Longitude
School | StadiumCapacity | Latitude | Longitude | AthleticRevenue ($) | Endowment ($000) | Enrollment |
Air Force Falcons | 52480 | 38.8632 | -104.759899 | 39823782 | 56600 | 4413 |
Akron Zips | 30000 | 41.0804 | -81.521499 | 25583730 | 171513 | 27470 |
Alabama Crimson Tide | 101821 | 33.2377 | -87.540979 | 124498616 | 995147 | 31647 |
Arizona State Sun Devils | 73379 | 33.38835 | -111.930639 | 55294113 | 514724 | 72254 |
Arizona Wildcats | 57803 | 32.195816 | -110.891717 | 59663128 | 552351 | 39236 |
Arkansas Razorbacks | 76000 | 36.0718 | -94.155684 | 91768112 | 788668 | 23199 |
Arkansas State Red Wolves | 30964 | 35.821828 | -90.685768 | 13374507 | 39479 | 13900 |
Army Black Knights | 40000 | 41.362343 | -74.027317 | 34342038 | 73190 | 4624 |
Auburn Tigers | 87451 | 32.5929 | -85.480322 | 103982441 | 471851 | 25469 |
Ball State Cardinals | 22500 | 40.115904 | -87.842539 | 20483476 | 140275 | 22147 |
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