Can someone do 6 out of the 8 problems on the excel?

The excel explains how to do everything. Just need to do 6 total out of the 8 problems in the excel.
be_251_03_sp18_final.xlsx

work.xlsx

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FINAL: Worth 25 points on your final grade
There are 8 take home problems on the Final Exam. Each p
You must submit your choice of 5 out of the 8 problems. Yo
Your submission consists of completing the supplied Excel workbook
Your completed Excel workbook is to be posted to the Final Ex
o Failure to show all work in the spreadsheet may re
? Each problem is worth 5 points.
If you choose to submit 6 problems, there would be 30 points possible
The problems are due in the Drop Box no later than 5:30 PM on Tuesd
ALL WORK THAT YOU SUBMIT MUST BE YOUR OWN. YOU
the 8 problems. You MAY submit a 6th for extra credit. Use LastnameFinal.xls t
posted to the Final Exam Drop Box no later than 5:30 PM on December 19 th.
ld be 30 points possible for this exam. That provides 5 extra points on your final grade if you s
E YOUR OWN. YOU MUST SHOW ALL YOUR WORK BY SUBMITTING THE EXAM S
TTING THE EXAM SPREADSHEET. CORRECT ANSWERS WITHOUT THE SUPPORT
HOUT THE SUPPORTING MATERIAL WILL NOT BE GIVEN CREDIT.
BE 251 SP18 Final Exam Database
Student Height Gender
1
64
F
2
63
F
3
63
F
4
63
F
5
63
F
6
65
F
7
66
F
8
66
F
9
67
F
10
68
M
11
68
F
12
66
M
13
68
M
14
78
M
15
76
M
16
75
M
17
75
M
18
73
M
19
73
M
20
72
M
21
70
M
22
70
M
23
70
M
24
70
M
25
69
M
26
69
M
Class
JR
SO
JR
SO
SO
SO
JR
SO
SO
JR
JR
JR
SO
JR
SO
SO
JR
JR
SO
SO
SO
SO
SO
SO
SO
SO
Major
MKTG
MGMT
MKTG
MKTG
MKTG
MKTG
OTH
ACCT
MKTG
MGMT
FINC
MKTG
MKTG
MGMT
MGMT
MKTG
MGMT
FINC
MGMT
FINC
MGMT
FINC
MKTG
OTH
ACCT
MGMT
Exam1
11.8
12.3
12.2
12.3
11.2
10.8
13.3
13.9
14.9
12.9
13.1
12.1
10.9
12.1
11.1
9.6
11.7
11.3
13.0
11.7
11.3
11.9
12.9
14.1
12.5
11.3
Exam2 Exam3
7.5
9.5
6.9
6.0
8.7
10.5
10.1
9.3
8.2
10.1
3.3
7.1
11.7
12.3
8.5
10.4
12.6
13.1
12.0
13.5
8.2
9.3
7.2
8.4
10.1
12.2
7.8
11.9
8.7
9.3
5.5
10.5
10.8
10.7
7.7
8.6
7.4
6.7
10.2
9.5
8.6
11.4
8.8
10.8
13.5
11.4
9.6
11.0
7.3
10.2
11.4
10.1
e
Total
28.8
25.2
31.4
31.7
29.4
21.1
37.3
32.8
40.5
38.4
30.6
27.7
33.3
31.7
29.1
25.6
33.1
27.6
27.1
31.5
31.4
31.5
37.8
34.7
30.0
32.7
ATT
10
5
7
11
11
11
11
11
11
10
8
10
6
10
10
11
10
10
11
10
10
10
10
7
11
11
HW
12.0
10.4
14.9
14.6
19.5
8.3
20.0
9.9
16.6
16.7
14.4
13.3
18.7
2.1
14.8
13.4
17.3
19.6
14.6
11.4
13.0
15.6
6.6
18.6
17.0
17.9
BE 251 SP18 Final Exam Database
Student Height Gender Class
1
64
F
JR
2
63
F
SO
3
63
F
JR
4
63
F
SO
5
63
F
SO
6
65
F
SO
7
66
F
JR
8
66
F
SO
9
67
F
SO
10
68
M
JR
11
68
F
JR
12
66
M
JR
13
68
M
SO
14
78
M
JR
15
76
M
SO
16
75
M
SO
17
75
M
JR
18
73
M
JR
19
73
M
SO
20
72
M
SO
21
70
M
SO
22
70
M
SO
23
70
M
SO
24
70
M
SO
25
69
M
SO
26
69
M
SO
Major
MKTG
MGMT
MKTG
MKTG
MKTG
MKTG
OTH
ACCT
MKTG
MGMT
FINC
MKTG
MKTG
MGMT
MGMT
MKTG
MGMT
FINC
MGMT
FINC
MGMT
FINC
MKTG
OTH
ACCT
MGMT
Exam1
11.8
12.3
12.2
12.3
11.2
10.8
13.3
13.9
14.9
12.9
13.1
12.1
10.9
12.1
11.1
9.6
11.7
11.3
13.0
11.7
11.3
11.9
12.9
14.1
12.5
11.3
Exam2 Exam3
7.5
9.5
6.9
6.0
8.7
10.5
10.1
9.3
8.2
10.1
3.3
7.1
11.7
12.3
8.5
10.4
12.6
13.1
12.0
13.5
8.2
9.3
7.2
8.4
10.1
12.2
7.8
11.9
8.7
9.3
5.5
10.5
10.8
10.7
7.7
8.6
7.4
6.7
10.2
9.5
8.6
11.4
8.8
10.8
13.5
11.4
9.6
11.0
7.3
10.2
11.4
10.1
Total
28.8
25.2
31.4
31.7
29.4
21.1
37.3
32.8
40.5
38.4
30.6
27.7
33.3
31.7
29.1
25.6
33.1
27.6
27.1
31.5
31.4
31.5
37.8
34.7
30.0
32.7
ATT
10
5
7
11
11
11
11
11
11
10
8
10
6
10
10
11
10
10
11
10
10
10
10
7
11
11
HW
12.0
10.4
14.9
14.6
19.5
8.3
20.0
9.9
16.6
16.7
14.4
13.3
18.7
2.1
14.8
13.4
17.3
19.6
14.6
11.4
13.0
15.6
6.6
18.6
17.0
17.9
BE 251 SP18 Final Exam Database
Student Height Gender
1
64
F
2
63
F
3
63
F
4
63
F
5
63
F
6
65
F
7
66
F
8
66
F
9
67
F
10
68
M
11
68
F
12
66
M
13
68
M
14
78
M
15
76
M
16
75
M
17
75
M
18
73
M
19
73
M
20
72
M
21
70
M
22
70
M
23
70
M
24
70
M
25
69
M
26
69
M
Class
JR
SO
JR
SO
SO
SO
JR
SO
SO
JR
JR
JR
SO
JR
SO
SO
JR
JR
SO
SO
SO
SO
SO
SO
SO
SO
Major
MKTG
MGMT
MKTG
MKTG
MKTG
MKTG
OTH
ACCT
MKTG
MGMT
FINC
MKTG
MKTG
MGMT
MGMT
MKTG
MGMT
FINC
MGMT
FINC
MGMT
FINC
MKTG
OTH
ACCT
MGMT
Exam1
11.8
12.3
12.2
12.3
11.2
10.8
13.3
13.9
14.9
12.9
13.1
12.1
10.9
12.1
11.1
9.6
11.7
11.3
13.0
11.7
11.3
11.9
12.9
14.1
12.5
11.3
Exam2 Exam3
7.5
9.5
6.9
6.0
8.7
10.5
10.1
9.3
8.2
10.1
3.3
7.1
11.7
12.3
8.5
10.4
12.6
13.1
12.0
13.5
8.2
9.3
7.2
8.4
10.1
12.2
7.8
11.9
8.7
9.3
5.5
10.5
10.8
10.7
7.7
8.6
7.4
6.7
10.2
9.5
8.6
11.4
8.8
10.8
13.5
11.4
9.6
11.0
7.3
10.2
11.4
10.1
Total
28.8
25.2
31.4
31.7
29.4
21.1
37.3
32.8
40.5
38.4
30.6
27.7
33.3
31.7
29.1
25.6
33.1
27.6
27.1
31.5
31.4
31.5
37.8
34.7
30.0
32.7
ATT
10
5
7
11
11
11
11
11
11
10
8
10
6
10
10
11
10
10
11
10
10
10
10
7
11
11
HW
12.0
10.4
14.9
14.6
19.5
8.3
20.0
9.9
16.6
16.7
14.4
13.3
18.7
2.1
14.8
13.4
17.3
19.6
14.6
11.4
13.0
15.6
6.6
18.6
17.0
17.9
BE 251 SP18 Final Exam Database
Student Height Gender Class
1
64
F
JR
2
63
F
SO
3
63
F
JR
4
63
F
SO
5
63
F
SO
6
65
F
SO
7
66
F
JR
8
66
F
SO
9
67
F
SO
10
68
M
JR
11
68
F
JR
12
66
M
JR
13
68
M
SO
14
78
M
JR
15
76
M
SO
16
75
M
SO
17
75
M
JR
18
73
M
JR
19
73
M
SO
20
72
M
SO
21
70
M
SO
22
70
M
SO
23
70
M
SO
24
70
M
SO
25
69
M
SO
26
69
M
SO
Major
MKTG
MGMT
MKTG
MKTG
MKTG
MKTG
OTH
ACCT
MKTG
MGMT
FINC
MKTG
MKTG
MGMT
MGMT
MKTG
MGMT
FINC
MGMT
FINC
MGMT
FINC
MKTG
OTH
ACCT
MGMT
Exam1
11.8
12.3
12.2
12.3
11.2
10.8
13.3
13.9
14.9
12.9
13.1
12.1
10.9
12.1
11.1
9.6
11.7
11.3
13.0
11.7
11.3
11.9
12.9
14.1
12.5
11.3
Exam2 Exam3
7.5
9.5
6.9
6.0
8.7
10.5
10.1
9.3
8.2
10.1
3.3
7.1
11.7
12.3
8.5
10.4
12.6
13.1
12.0
13.5
8.2
9.3
7.2
8.4
10.1
12.2
7.8
11.9
8.7
9.3
5.5
10.5
10.8
10.7
7.7
8.6
7.4
6.7
10.2
9.5
8.6
11.4
8.8
10.8
13.5
11.4
9.6
11.0
7.3
10.2
11.4
10.1
Total
28.8
25.2
31.4
31.7
29.4
21.1
37.3
32.8
40.5
38.4
30.6
27.7
33.3
31.7
29.1
25.6
33.1
27.6
27.1
31.5
31.4
31.5
37.8
34.7
30.0
32.7
ATT
10
5
7
11
11
11
11
11
11
10
8
10
6
10
10
11
10
10
11
10
10
10
10
7
11
11
HW
12.0
10.4
14.9
14.6
19.5
8.3
20.0
9.9
16.6
16.7
14.4
13.3
18.7
2.1
14.8
13.4
17.3
19.6
14.6
11.4
13.0
15.6
6.6
18.6
17.0
17.9
BE 251 SP18 Final Exam Database
Student Height Gender
1
64
F
2
63
F
3
63
F
4
63
F
5
63
F
6
65
F
7
66
F
8
66
F
9
67
F
10
68
M
11
68
F
12
66
M
13
68
M
14
78
M
15
76
M
16
75
M
17
75
M
18
73
M
19
73
M
20
72
M
21
70
M
22
70
M
23
70
M
24
70
M
25
69
M
26
69
M
Class
JR
SO
JR
SO
SO
SO
JR
SO
SO
JR
JR
JR
SO
JR
SO
SO
JR
JR
SO
SO
SO
SO
SO
SO
SO
SO
Major
MKTG
MGMT
MKTG
MKTG
MKTG
MKTG
OTH
ACCT
MKTG
MGMT
FINC
MKTG
MKTG
MGMT
MGMT
MKTG
MGMT
FINC
MGMT
FINC
MGMT
FINC
MKTG
OTH
ACCT
MGMT
Exam1
11.8
12.3
12.2
12.3
11.2
10.8
13.3
13.9
14.9
12.9
13.1
12.1
10.9
12.1
11.1
9.6
11.7
11.3
13.0
11.7
11.3
11.9
12.9
14.1
12.5
11.3
Exam2 Exam3
7.5
9.5
6.9
6.0
8.7
10.5
10.1
9.3
8.2
10.1
3.3
7.1
11.7
12.3
8.5
10.4
12.6
13.1
12.0
13.5
8.2
9.3
7.2
8.4
10.1
12.2
7.8
11.9
8.7
9.3
5.5
10.5
10.8
10.7
7.7
8.6
7.4
6.7
10.2
9.5
8.6
11.4
8.8
10.8
13.5
11.4
9.6
11.0
7.3
10.2
11.4
10.1
Total
28.8
25.2
31.4
31.7
29.4
21.1
37.3
32.8
40.5
38.4
30.6
27.7
33.3
31.7
29.1
25.6
33.1
27.6
27.1
31.5
31.4
31.5
37.8
34.7
30.0
32.7
ATT
10
5
7
11
11
11
11
11
11
10
8
10
6
10
10
11
10
10
11
10
10
10
10
7
11
11
HW
12.0
10.4
14.9
14.6
19.5
8.3
20.0
9.9
16.6
16.7
14.4
13.3
18.7
2.1
14.8
13.4
17.3
19.6
14.6
11.4
13.0
15.6
6.6
18.6
17.0
17.9
BE 251 SP18 Final Exam Database
Student Height Gender
1
64
F
2
63
F
3
63
F
4
63
F
5
63
F
6
65
F
7
66
F
8
66
F
9
67
F
10
68
M
11
68
F
12
66
M
13
68
M
14
78
M
15
76
M
16
75
M
17
75
M
18
73
M
19
73
M
20
72
M
21
70
M
22
70
M
23
70
M
24
70
M
25
69
M
26
69
M
Class
JR
SO
JR
SO
SO
SO
JR
SO
SO
JR
JR
JR
SO
JR
SO
SO
JR
JR
SO
SO
SO
SO
SO
SO
SO
SO
Major
MKTG
MGMT
MKTG
MKTG
MKTG
MKTG
OTH
ACCT
MKTG
MGMT
FINC
MKTG
MKTG
MGMT
MGMT
MKTG
MGMT
FINC
MGMT
FINC
MGMT
FINC
MKTG
OTH
ACCT
MGMT
Exam1
11.8
12.3
12.2
12.3
11.2
10.8
13.3
13.9
14.9
12.9
13.1
12.1
10.9
12.1
11.1
9.6
11.7
11.3
13.0
11.7
11.3
11.9
12.9
14.1
12.5
11.3
Exam2 Exam3
7.5
9.5
6.9
6.0
8.7
10.5
10.1
9.3
8.2
10.1
3.3
7.1
11.7
12.3
8.5
10.4
12.6
13.1
12.0
13.5
8.2
9.3
7.2
8.4
10.1
12.2
7.8
11.9
8.7
9.3
5.5
10.5
10.8
10.7
7.7
8.6
7.4
6.7
10.2
9.5
8.6
11.4
8.8
10.8
13.5
11.4
9.6
11.0
7.3
10.2
11.4
10.1
Total
28.8
25.2
31.4
31.7
29.4
21.1
37.3
32.8
40.5
38.4
30.6
27.7
33.3
31.7
29.1
25.6
33.1
27.6
27.1
31.5
31.4
31.5
37.8
34.7
30.0
32.7
ATT
10
5
7
11
11
11
11
11
11
10
8
10
6
10
10
11
10
10
11
10
10
10
10
7
11
11
HW
12.0
10.4
14.9
14.6
19.5
8.3
20.0
9.9
16.6
16.7
14.4
13.3
18.7
2.1
14.8
13.4
17.3
19.6
14.6
11.4
13.0
15.6
6.6
18.6
17.0
17.9
BE 251 SP18 Final Exam Database
Student Height Gender
1
64
F
2
63
F
3
63
F
4
63
F
5
63
F
6
65
F
7
66
F
8
66
F
9
67
F
10
68
M
11
68
F
12
66
M
13
68
M
14
78
M
15
76
M
16
75
M
17
75
M
18
73
M
19
73
M
20
72
M
21
70
M
22
70
M
23
70
M
24
70
M
25
69
M
26
69
M
Class
JR
SO
JR
SO
SO
SO
JR
SO
SO
JR
JR
JR
SO
JR
SO
SO
JR
JR
SO
SO
SO
SO
SO
SO
SO
SO
Major
MKTG
MGMT
MKTG
MKTG
MKTG
MKTG
OTH
ACCT
MKTG
MGMT
FINC
MKTG
MKTG
MGMT
MGMT
MKTG
MGMT
FINC
MGMT
FINC
MGMT
FINC
MKTG
OTH
ACCT
MGMT
Exam1
11.8
12.3
12.2
12.3
11.2
10.8
13.3
13.9
14.9
12.9
13.1
12.1
10.9
12.1
11.1
9.6
11.7
11.3
13.0
11.7
11.3
11.9
12.9
14.1
12.5
11.3
Exam2 Exam3
7.5
9.5
6.9
6.0
8.7
10.5
10.1
9.3
8.2
10.1
3.3
7.1
11.7
12.3
8.5
10.4
12.6
13.1
12.0
13.5
8.2
9.3
7.2
8.4
10.1
12.2
7.8
11.9
8.7
9.3
5.5
10.5
10.8
10.7
7.7
8.6
7.4
6.7
10.2
9.5
8.6
11.4
8.8
10.8
13.5
11.4
9.6
11.0
7.3
10.2
11.4
10.1
Total
28.8
25.2
31.4
31.7
29.4
21.1
37.3
32.8
40.5
38.4
30.6
27.7
33.3
31.7
29.1
25.6
33.1
27.6
27.1
31.5
31.4
31.5
37.8
34.7
30.0
32.7
ATT
10
5
7
11
11
11
11
11
11
10
8
10
6
10
10
11
10
10
11
10
10
10
10
7
11
11
HW
12.0
10.4
14.9
14.6
19.5
8.3
20.0
9.9
16.6
16.7
14.4
13.3
18.7
2.1
14.8
13.4
17.3
19.6
14.6
11.4
13.0
15.6
6.6
18.6
17.0
17.9
BE 251 SP18 Final Exam Database
Student Height Gender
1
64
F
2
63
F
3
63
F
4
63
F
5
63
F
6
65
F
7
66
F
8
66
F
9
67
F
10
68
M
11
68
F
12
66
M
13
68
M
14
78
M
15
76
M
16
75
M
17
75
M
18
73
M
19
73
M
20
72
M
21
70
M
22
70
M
23
70
M
24
70
M
25
69
M
26
69
M
Class
JR
SO
JR
SO
SO
SO
JR
SO
SO
JR
JR
JR
SO
JR
SO
SO
JR
JR
SO
SO
SO
SO
SO
SO
SO
SO
Major
MKTG
MGMT
MKTG
MKTG
MKTG
MKTG
OTH
ACCT
MKTG
MGMT
FINC
MKTG
MKTG
MGMT
MGMT
MKTG
MGMT
FINC
MGMT
FINC
MGMT
FINC
MKTG
OTH
ACCT
MGMT
Exam1
11.8
12.3
12.2
12.3
11.2
10.8
13.3
13.9
14.9
12.9
13.1
12.1
10.9
12.1
11.1
9.6
11.7
11.3
13.0
11.7
11.3
11.9
12.9
14.1
12.5
11.3
Exam2 Exam3
7.5
9.5
6.9
6.0
8.7
10.5
10.1
9.3
8.2
10.1
3.3
7.1
11.7
12.3
8.5
10.4
12.6
13.1
12.0
13.5
8.2
9.3
7.2
8.4
10.1
12.2
7.8
11.9
8.7
9.3
5.5
10.5
10.8
10.7
7.7
8.6
7.4
6.7
10.2
9.5
8.6
11.4
8.8
10.8
13.5
11.4
9.6
11.0
7.3
10.2
11.4
10.1
Total
28.8
25.2
31.4
31.7
29.4
21.1
37.3
32.8
40.5
38.4
30.6
27.7
33.3
31.7
29.1
25.6
33.1
27.6
27.1
31.5
31.4
31.5
37.8
34.7
30.0
32.7
ATT
10
5
7
11
11
11
11
11
11
10
8
10
6
10
10
11
10
10
11
10
10
10
10
7
11
11
HW
12.0
10.4
14.9
14.6
19.5
8.3
20.0
9.9
16.6
16.7
14.4
13.3
18.7
2.1
14.8
13.4
17.3
19.6
14.6
11.4
13.0
15.6
6.6
18.6
17.0
17.9
FINAL: Worth 25 points on your final grade
There are 8 take home problems on the Final Exam. Each p
You must submit your choice of 5 out of the 8 problems. Yo
Your submission consists of completing the supplied Excel workbook
Your completed Excel workbook is to be posted to the Final Ex
o Failure to show all work in the spreadsheet may re
? Each problem is worth 5 points.
If you choose to submit 6 problems, there would be 30 points possible
The problems are due in the Drop Box no later than 5:30 PM on Tuesd
ALL WORK THAT YOU SUBMIT MUST BE YOUR OWN. YOU
the 8 problems. You MAY submit a 6th for extra credit. Use LastnameFinal.xls t
posted to the Final Exam Drop Box no later than 5:30 PM on December 19 th.
ld be 30 points possible for this exam. That provides 5 extra points on your final grade if you s
E YOUR OWN. YOU MUST SHOW ALL YOUR WORK BY SUBMITTING THE EXAM S
TTING THE EXAM SPREADSHEET. CORRECT ANSWERS WITHOUT THE SUPPORT
HOUT THE SUPPORTING MATERIAL WILL NOT BE GIVEN CREDIT.
BE 251 SP18 Final Exam Database
Student Height Gender
1
64
F
2
63
F
3
63
F
4
63
F
5
63
F
6
65
F
7
66
F
8
66
F
9
67
F
10
68
M
11
68
F
12
66
M
13
68
M
14
78
M
15
76
M
16
75
M
17
75
M
18
73
M
19
73
M
20
72
M
21
70
M
22
70
M
23
70
M
24
70
M
25
69
M
26
69
M
Class
JR
SO
JR
SO
SO
SO
JR
SO
SO
JR
JR
JR
SO
JR
SO
SO
JR
JR
SO
SO
SO
SO
SO
SO
SO
SO
Major
MKTG
MGMT
MKTG
MKTG
MKTG
MKTG
OTH
ACCT
MKTG
MGMT
FINC
MKTG
MKTG
MGMT
MGMT
MKTG
MGMT
FINC
MGMT
FINC
MGMT
FINC
MKTG
OTH
ACCT
MGMT
Exam1
11.8
12.3
12.2
12.3
11.2
10.8
13.3
13.9
14.9
12.9
13.1
12.1
10.9
12.1
11.1
9.6
11.7
11.3
13.0
11.7
11.3
11.9
12.9
14.1
12.5
11.3
Exam2 Exam3
7.5
9.5
6.9
6.0
8.7
10.5
10.1
9.3
8.2
10.1
3.3
7.1
11.7
12.3
8.5
10.4
12.6
13.1
12.0
13.5
8.2
9.3
7.2
8.4
10.1
12.2
7.8
11.9
8.7
9.3
5.5
10.5
10.8
10.7
7.7
8.6
7.4
6.7
10.2
9.5
8.6
11.4
8.8
10.8
13.5
11.4
9.6
11.0
7.3
10.2
11.4
10.1
e
Total
28.8
25.2
31.4
31.7
29.4
21.1
37.3
32.8
40.5
38.4
30.6
27.7
33.3
31.7
29.1
25.6
33.1
27.6
27.1
31.5
31.4
31.5
37.8
34.7
30.0
32.7
ATT
10
5
7
11
11
11
11
11
11
10
8
10
6
10
10
11
10
10
11
10
10
10
10
7
11
11
HW
12.0
10.4
14.9
14.6
19.5
8.3
20.0
9.9
16.6
16.7
14.4
13.3
18.7
2.1
14.8
13.4
17.3
19.6
14.6
11.4
13.0
15.6
6.6
18.6
17.0
17.9
BE 251 SP18 Final Exam Database
Student Height Gender Class
1
64
F
JR
2
63
F
SO
3
63
F
JR
4
63
F
SO
5
63
F
SO
6
65
F
SO
7
66
F
JR
8
66
F
SO
9
67
F
SO
10
68
M
JR
11
68
F
JR
12
66
M
JR
13
68
M
SO
14
78
M
JR
15
76
M
SO
16
75
M
SO
17
75
M
JR
18
73
M
JR
19
73
M
SO
20
72
M
SO
21
70
M
SO
22
70
M
SO
23
70
M
SO
24
70
M
SO
25
69
M
SO
26
69
M
SO
Major
MKTG
MGMT
MKTG
MKTG
MKTG
MKTG
OTH
ACCT
MKTG
MGMT
FINC
MKTG
MKTG
MGMT
MGMT
MKTG
MGMT
FINC
MGMT
FINC
MGMT
FINC
MKTG
OTH
ACCT
MGMT
Exam1
11.8
12.3
12.2
12.3
11.2
10.8
13.3
13.9
14.9
12.9
13.1
12.1
10.9
12.1
11.1
9.6
11.7
11.3
13.0
11.7
11.3
11.9
12.9
14.1
12.5
11.3
Exam2 Exam3
7.5
9.5
6.9
6.0
8.7
10.5
10.1
9.3
8.2
10.1
3.3
7.1
11.7
12.3
8.5
10.4
12.6
13.1
12.0
13.5
8.2
9.3
7.2
8.4
10.1
12.2
7.8
11.9
8.7
9.3
5.5
10.5
10.8
10.7
7.7
8.6
7.4
6.7
10.2
9.5
8.6
11.4
8.8
10.8
13.5
11.4
9.6
11.0
7.3
10.2
11.4
10.1
Total
28.8
25.2
31.4
31.7
29.4
21.1
37.3
32.8
40.5
38.4
30.6
27.7
33.3
31.7
29.1
25.6
33.1
27.6
27.1
31.5
31.4
31.5
37.8
34.7
30.0
32.7
ATT
10
5
7
11
11
11
11
11
11
10
8
10
6
10
10
11
10
10
11
10
10
10
10
7
11
11
HW
12.0
10.4
14.9
14.6
19.5
8.3
20.0
9.9
16.6
16.7
14.4
13.3
18.7
2.1
14.8
13.4
17.3
19.6
14.6
11.4
13.0
15.6
6.6
18.6
17.0
17.9
BE 251 SP18 Final Exam Database
Student Height Gender
1
64
F
2
63
F
3
63
F
4
63
F
5
63
F
6
65
F
7
66
F
8
66
F
9
67
F
10
68
M
11
68
F
12
66
M
13
68
M
14
78
M
15
76
M
16
75
M
17
75
M
18
73
M
19
73
M
20
72
M
21
70
M
22
70
M
23
70
M
24
70
M
25
69
M
26
69
M
Class
JR
SO
JR
SO
SO
SO
JR
SO
SO
JR
JR
JR
SO
JR
SO
SO
JR
JR
SO
SO
SO
SO
SO
SO
SO
SO
Major
MKTG
MGMT
MKTG
MKTG
MKTG
MKTG
OTH
ACCT
MKTG
MGMT
FINC
MKTG
MKTG
MGMT
MGMT
MKTG
MGMT
FINC
MGMT
FINC
MGMT
FINC
MKTG
OTH
ACCT
MGMT
Exam1
11.8
12.3
12.2
12.3
11.2
10.8
13.3
13.9
14.9
12.9
13.1
12.1
10.9
12.1
11.1
9.6
11.7
11.3
13.0
11.7
11.3
11.9
12.9
14.1
12.5
11.3
Exam2 Exam3
7.5
9.5
6.9
6.0
8.7
10.5
10.1
9.3
8.2
10.1
3.3
7.1
11.7
12.3
8.5
10.4
12.6
13.1
12.0
13.5
8.2
9.3
7.2
8.4
10.1
12.2
7.8
11.9
8.7
9.3
5.5
10.5
10.8
10.7
7.7
8.6
7.4
6.7
10.2
9.5
8.6
11.4
8.8
10.8
13.5
11.4
9.6
11.0
7.3
10.2
11.4
10.1
Total
28.8
25.2
31.4
31.7
29.4
21.1
37.3
32.8
40.5
38.4
30.6
27.7
33.3
31.7
29.1
25.6
33.1
27.6
27.1
31.5
31.4
31.5
37.8
34.7
30.0
32.7
ATT
10
5
7
11
11
11
11
11
11
10
8
10
6
10
10
11
10
10
11
10
10
10
10
7
11
11
HW
12.0
10.4
14.9
14.6
19.5
8.3
20.0
9.9
16.6
16.7
14.4
13.3
18.7
2.1
14.8
13.4
17.3
19.6
14.6
11.4
13.0
15.6
6.6
18.6
17.0
17.9
BE 251 SP18 Final Exam Database
Student Height Gender Class
1
64
F
JR
2
63
F
SO
3
63
F
JR
4
63
F
SO
5
63
F
SO
6
65
F
SO
7
66
F
JR
8
66
F
SO
9
67
F
SO
10
68
M
JR
11
68
F
JR
12
66
M
JR
13
68
M
SO
14
78
M
JR
15
76
M
SO
16
75
M
SO
17
75
M
JR
18
73
M
JR
19
73
M
SO
20
72
M
SO
21
70
M
SO
22
70
M
SO
23
70
M
SO
24
70
M
SO
25
69
M
SO
26
69
M
SO
Major
MKTG
MGMT
MKTG
MKTG
MKTG
MKTG
OTH
ACCT
MKTG
MGMT
FINC
MKTG
MKTG
MGMT
MGMT
MKTG
MGMT
FINC
MGMT
FINC
MGMT
FINC
MKTG
OTH
ACCT
MGMT
Exam1
11.8
12.3
12.2
12.3
11.2
10.8
13.3
13.9
14.9
12.9
13.1
12.1
10.9
12.1
11.1
9.6
11.7
11.3
13.0
11.7
11.3
11.9
12.9
14.1
12.5
11.3
Exam2 Exam3
7.5
9.5
6.9
6.0
8.7
10.5
10.1
9.3
8.2
10.1
3.3
7.1
11.7
12.3
8.5
10.4
12.6
13.1
12.0
13.5
8.2
9.3
7.2
8.4
10.1
12.2
7.8
11.9
8.7
9.3
5.5
10.5
10.8
10.7
7.7
8.6
7.4
6.7
10.2
9.5
8.6
11.4
8.8
10.8
13.5
11.4
9.6
11.0
7.3
10.2
11.4
10.1
Total
28.8
25.2
31.4
31.7
29.4
21.1
37.3
32.8
40.5
38.4
30.6
27.7
33.3
31.7
29.1
25.6
33.1
27.6
27.1
31.5
31.4
31.5
37.8
34.7
30.0
32.7
ATT
10
5
7
11
11
11
11
11
11
10
8
10
6
10
10
11
10
10
11
10
10
10
10
7
11
11
HW
12.0
10.4
14.9
14.6
19.5
8.3
20.0
9.9
16.6
16.7
14.4
13.3
18.7
2.1
14.8
13.4
17.3
19.6
14.6
11.4
13.0
15.6
6.6
18.6
17.0
17.9
BE 251 SP18 Final Exam Database
Student Height Gender
1
64
F
2
63
F
3
63
F
4
63
F
5
63
F
6
65
F
7
66
F
8
66
F
9
67
F
10
68
M
11
68
F
12
66
M
13
68
M
14
78
M
15
76
M
16
75
M
17
75
M
18
73
M
19
73
M
20
72
M
21
70
M
22
70
M
23
70
M
24
70
M
25
69
M
26
69
M
Class
JR
SO
JR
SO
SO
SO
JR
SO
SO
JR
JR
JR
SO
JR
SO
SO
JR
JR
SO
SO
SO
SO
SO
SO
SO
SO
Major
MKTG
MGMT
MKTG
MKTG
MKTG
MKTG
OTH
ACCT
MKTG
MGMT
FINC
MKTG
MKTG
MGMT
MGMT
MKTG
MGMT
FINC
MGMT
FINC
MGMT
FINC
MKTG
OTH
ACCT
MGMT
Exam1
11.8
12.3
12.2
12.3
11.2
10.8
13.3
13.9
14.9
12.9
13.1
12.1
10.9
12.1
11.1
9.6
11.7
11.3
13.0
11.7
11.3
11.9
12.9
14.1
12.5
11.3
Exam2 Exam3
7.5
9.5
6.9
6.0
8.7
10.5
10.1
9.3
8.2
10.1
3.3
7.1
11.7
12.3
8.5
10.4
12.6
13.1
12.0
13.5
8.2
9.3
7.2
8.4
10.1
12.2
7.8
11.9
8.7
9.3
5.5
10.5
10.8
10.7
7.7
8.6
7.4
6.7
10.2
9.5
8.6
11.4
8.8
10.8
13.5
11.4
9.6
11.0
7.3
10.2
11.4
10.1
Total
28.8
25.2
31.4
31.7
29.4
21.1
37.3
32.8
40.5
38.4
30.6
27.7
33.3
31.7
29.1
25.6
33.1
27.6
27.1
31.5
31.4
31.5
37.8
34.7
30.0
32.7
ATT
10
5
7
11
11
11
11
11
11
10
8
10
6
10
10
11
10
10
11
10
10
10
10
7
11
11
HW
12.0
10.4
14.9
14.6
19.5
8.3
20.0
9.9
16.6
16.7
14.4
13.3
18.7
2.1
14.8
13.4
17.3
19.6
14.6
11.4
13.0
15.6
6.6
18.6
17.0
17.9
BE 251 SP18 Final Exam Database
Student Height Gender
1
64
F
2
63
F
3
63
F
4
63
F
5
63
F
6
65
F
7
66
F
8
66
F
9
67
F
10
68
M
11
68
F
12
66
M
13
68
M
14
78
M
15
76
M
16
75
M
17
75
M
18
73
M
19
73
M
20
72
M
21
70
M
22
70
M
23
70
M
24
70
M
25
69
M
26
69
M
Class
JR
SO
JR
SO
SO
SO
JR
SO
SO
JR
JR
JR
SO
JR
SO
SO
JR
JR
SO
SO
SO
SO
SO
SO
SO
SO
Major
MKTG
MGMT
MKTG
MKTG
MKTG
MKTG
OTH
ACCT
MKTG
MGMT
FINC
MKTG
MKTG
MGMT
MGMT
MKTG
MGMT
FINC
MGMT
FINC
MGMT
FINC
MKTG
OTH
ACCT
MGMT
Exam1
11.8
12.3
12.2
12.3
11.2
10.8
13.3
13.9
14.9
12.9
13.1
12.1
10.9
12.1
11.1
9.6
11.7
11.3
13.0
11.7
11.3
11.9
12.9
14.1
12.5
11.3
Exam2 Exam3
7.5
9.5
6.9
6.0
8.7
10.5
10.1
9.3
8.2
10.1
3.3
7.1
11.7
12.3
8.5
10.4
12.6
13.1
12.0
13.5
8.2
9.3
7.2
8.4
10.1
12.2
7.8
11.9
8.7
9.3
5.5
10.5
10.8
10.7
7.7
8.6
7.4
6.7
10.2
9.5
8.6
11.4
8.8
10.8
13.5
11.4
9.6
11.0
7.3
10.2
11.4
10.1
Total
28.8
25.2
31.4
31.7
29.4
21.1
37.3
32.8
40.5
38.4
30.6
27.7
33.3
31.7
29.1
25.6
33.1
27.6
27.1
31.5
31.4
31.5
37.8
34.7
30.0
32.7
ATT
10
5
7
11
11
11
11
11
11
10
8
10
6
10
10
11
10
10
11
10
10
10
10
7
11
11
HW
12.0
10.4
14.9
14.6
19.5
8.3
20.0
9.9
16.6
16.7
14.4
13.3
18.7
2.1
14.8
13.4
17.3
19.6
14.6
11.4
13.0
15.6
6.6
18.6
17.0
17.9
BE 251 SP18 Final Exam Database
Student Height Gender
1
64
F
2
63
F
3
63
F
4
63
F
5
63
F
6
65
F
7
66
F
8
66
F
9
67
F
10
68
M
11
68
F
12
66
M
13
68
M
14
78
M
15
76
M
16
75
M
17
75
M
18
73
M
19
73
M
20
72
M
21
70
M
22
70
M
23
70
M
24
70
M
25
69
M
26
69
M
Class
JR
SO
JR
SO
SO
SO
JR
SO
SO
JR
JR
JR
SO
JR
SO
SO
JR
JR
SO
SO
SO
SO
SO
SO
SO
SO
Major
MKTG
MGMT
MKTG
MKTG
MKTG
MKTG
OTH
ACCT
MKTG
MGMT
FINC
MKTG
MKTG
MGMT
MGMT
MKTG
MGMT
FINC
MGMT
FINC
MGMT
FINC
MKTG
OTH
ACCT
MGMT
Exam1
11.8
12.3
12.2
12.3
11.2
10.8
13.3
13.9
14.9
12.9
13.1
12.1
10.9
12.1
11.1
9.6
11.7
11.3
13.0
11.7
11.3
11.9
12.9
14.1
12.5
11.3
Exam2 Exam3
7.5
9.5
6.9
6.0
8.7
10.5
10.1
9.3
8.2
10.1
3.3
7.1
11.7
12.3
8.5
10.4
12.6
13.1
12.0
13.5
8.2
9.3
7.2
8.4
10.1
12.2
7.8
11.9
8.7
9.3
5.5
10.5
10.8
10.7
7.7
8.6
7.4
6.7
10.2
9.5
8.6
11.4
8.8
10.8
13.5
11.4
9.6
11.0
7.3
10.2
11.4
10.1
Total
28.8
25.2
31.4
31.7
29.4
21.1
37.3
32.8
40.5
38.4
30.6
27.7
33.3
31.7
29.1
25.6
33.1
27.6
27.1
31.5
31.4
31.5
37.8
34.7
30.0
32.7
ATT
10
5
7
11
11
11
11
11
11
10
8
10
6
10
10
11
10
10
11
10
10
10
10
7
11
11
HW
12.0
10.4
14.9
14.6
19.5
8.3
20.0 …
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