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1.Historically, the MBA program has about 40% of their students choose a Leadership major, 30% choose a Finance major, 20% choose a Marketing major, and 10% choose no major. Does the most recent class of 200 MBA students fit that same pattern or has there been a shift in the choice of majors. Using the sample of 200 students (in the data file), conduct a Chi Square Goodness of Fit test to determine if the current distribution fits the historical pattern. Use a .05 significance level.

2.While job opportunities for men and women are considerably more balanced than they were 40 years ago, the career aspirations may still differ. Is there a difference in majors chosen by men and women? Using the sample of 200 MBA students (in the data file), conduct a Chi Square Test of Independence to determine if one’s choice of major is independent of their gender. Use a .05 significance level.

Students

ID Gender Major Employ Age MBA_GPA BS GPA Hrs_Studying Works FT
1 1 No Major Unemployed 39 2.82 3.05 3 0 Variable descriptions
2 1 No Major Full Time 55 3.49 3.45 7 1 Gender = 0 (male), 1 (female)
3 1 No Major Part Time 43 3.28 3.5 7 0 Major = student’s major
4 1 No Major Full Time 56 3.25 3.55 7 1 Age = age of student in years
5 1 No Major Full Time 38 3.26 3.3 6 1 MBA_GPA = overall GPA in the MBA program
6 1 No Major Unemployed 54 2.87 3.05 4 0 BS_GPA = overall GPA in the BS program
7 1 No Major Full Time 30 3.16 3.35 6 1 Hrs_Studying = average hours studied per week
8 1 No Major Full Time 37 3.4 3.35 6 1 Works FT = 0 (No), 1 (Yes)
9 1 No Major Part Time 38 2.84 3.05 3 0
10 1 No Major Full Time 42 3.72 3.7 7 1
11 1 No Major Part Time 52 3.22 3.5 7 0
12 1 No Major Full Time 35 3.44 3.55 7 1
13 1 No Major Full Time 37 3.65 3.9 8 1
14 1 No Major Full Time 53 3.02 3.3 6 1
15 1 No Major Part Time 51 3.03 3.25 6 0
16 1 No Major Full Time 40 3.8 3.8 8 1
17 1 No Major Full Time 33 3.23 3.5 7 1
18 1 No Major Part Time 53 3.26 3.5 7 0
19 1 No Major Full Time 43 3.53 3.75 8 1
20 1 No Major Unemployed 35 3.75 3.9 8 0
21 1 No Major Full Time 57 3.15 3.2 6 1
22 1 No Major Part Time 32 3.66 3.75 8 0
23 1 No Major Full Time 59 3.36 3.45 7 1
24 1 No Major Full Time 48 3.79 3.85 8 1
25 1 No Major Part Time 34 2.85 3.05 3 0
26 1 No Major Full Time 53 3.74 3.9 8 1
27 1 No Major Part Time 35 3.23 3.25 6 0
28 1 No Major Unemployed 38 3.52 3.7 7 0
29 1 No Major Part Time 37 3.32 3.45 7 0
30 1 No Major Full Time 46 2.89 3.1 4 1
31 1 No Major Full Time 44 2.83 3.05 3 1
32 1 No Major Unemployed 31 2.93 3.1 5 0
33 1 No Major Full Time 51 3.71 3.8 8 1
34 1 No Major Full Time 47 3.47 3.75 8 1
35 1 No Major Part Time 56 3.52 3.65 7 0
36 1 Finance Part Time 42 2.83 3.05 3 0
37 1 Finance Full Time 44 3.64 3.55 7 1
38 1 Finance Unemployed 54 2.96 3.1 4 0
39 1 Finance Full Time 51 3.59 3.8 8 1
40 1 Finance Part Time 42 3.33 3.55 7 0
41 1 Finance Full Time 45 3.38 3.6 7 1
42 1 Finance Full Time 55 3.44 3.35 6 1
43 1 Finance Full Time 47 3.31 3.45 7 1
44 1 Finance Unemployed 43 3.03 3.25 6 0
45 1 Finance Full Time 57 3.26 3.4 7 1
46 1 Finance Full Time 36 3.04 3.25 6 1
47 1 Finance Part Time 58 2.98 3.1 5 0
48 1 Finance Full Time 46 2.8 3.05 2 1
49 1 Finance Full Time 53 3.75 3.75 8 1
50 1 Finance Full Time 59 3.64 3.65 7 1
51 1 Finance Full Time 49 3.65 3.8 8 1
52 1 Finance Full Time 34 3.18 3.3 6 1
53 1 Finance Full Time 46 3.44 3.4 7 1
54 1 Finance Unemployed 46 3.06 3.15 6 0
55 1 Finance Full Time 33 3.51 3.75 8 1
56 1 Finance Part Time 56 3.33 3.4 7 0
57 1 Finance Full Time 39 2.81 3.05 2 1
58 1 Finance Full Time 51 3.64 3.8 8 1
59 1 Finance Part Time 55 3.05 3.4 7 0
60 1 Finance Full Time 38 2.85 3.05 3 1
61 1 Marketing Full Time 33 3.56 3.6 7 1
62 1 Marketing Full Time 34 2.92 3.1 5 1
63 1 Marketing Full Time 31 3.35 3.5 7 1
64 1 Marketing Full Time 37 3.46 3.35 6 1
65 1 Marketing Full Time 46 3.59 3.75 8 1
66 1 Marketing Unemployed 31 3.11 3.2 6 0
67 1 Marketing Full Time 47 3.65 3.7 8 1
68 1 Marketing Part Time 54 3.17 3.5 7 0
69 1 Marketing Full Time 52 2.97 3.1 5 1
70 1 Marketing Part Time 43 3.77 3.9 8 0
71 1 Leadership Full Time 44 3.21 3.2 6 1
72 1 Leadership Part Time 34 3.17 3.15 6 0
73 1 Leadership Full Time 59 3.65 3.65 7 1
74 1 Leadership Full Time 45 2.94 3.1 5 1
75 1 Leadership Full Time 30 3.53 3.7 8 1
76 1 Leadership Full Time 32 3.65 3.6 7 1
77 1 Leadership Full Time 32 3.61 3.7 8 1
78 1 Leadership Full Time 40 3.7 3.9 8 1
79 1 Leadership Full Time 48 2.91 3.1 5 1
80 1 Leadership Unemployed 51 3.09 3.25 6 0
81 1 Leadership Full Time 30 3.77 3.95 9 1
82 1 Leadership Full Time 31 3.79 3.8 8 1
83 1 Leadership Full Time 35 3.59 3.6 7 1
84 1 Leadership Full Time 33 3.38 3.5 7 1
85 1 Leadership Full Time 35 3.57 3.5 7 1
86 1 Leadership Full Time 31 2.97 3.1 5 1
87 1 Leadership Full Time 38 3.44 3.65 7 1
88 1 Leadership Part Time 46 3.64 3.55 7 0
89 1 Leadership Full Time 45 3.48 3.4 7 1
90 1 Leadership Full Time 59 2.99 3.1 5 1
91 1 Leadership Full Time 58 3.73 3.8 8 1
92 1 Leadership Full Time 46 2.91 3.05 4 1
93 1 Leadership Full Time 35 3.78 3.95 9 1
94 1 Leadership Part Time 53 3.4 3.4 7 0
95 1 Leadership Full Time 31 3.13 3.15 6 1
96 1 Leadership Full Time 50 3.14 3.25 6 1
97 1 Leadership Full Time 38 3.24 3.3 6 1
98 1 Leadership Full Time 50 3.56 3.5 7 1
99 1 Leadership Full Time 48 3.16 3.25 6 1
100 1 Leadership Full Time 53 3.53 3.55 7 1
101 0 No Major Unemployed 53 3.01 3.15 6 0
102 0 Leadership Full Time 30 3.3 3.35 6 1
103 0 No Major Part Time 32 3.62 3.6 7 0
104 0 Leadership Full Time 42 3.21 3.4 7 1
105 0 Leadership Full Time 56 3.39 3.4 7 1
106 0 No Major Full Time 46 3.65 3.8 8 1
107 0 Leadership Full Time 49 3.47 3.7 8 1
108 0 No Major Part Time 32 3.44 3.6 7 0
109 0 No Major Full Time 36 3.88 3.95 9 1
110 0 Leadership Full Time 42 3.83 3.95 9 1
111 0 No Major Part Time 37 3.53 3.6 7 0
112 0 No Major Full Time 31 3.22 3.3 6 1
113 0 No Major Full Time 31 3.56 3.8 8 1
114 0 No Major Unemployed 42 3.2 3.25 6 0
115 0 No Major Full Time 39 3.17 3.3 6 1
116 0 No Major Full Time 47 3.41 3.6 7 1
117 0 No Major Part Time 28 3.56 3.7 8 0
118 0 No Major Unemployed 28 3.34 3.6 7 0
119 0 No Major Full Time 52 3.44 3.6 7 1
120 0 No Major Part Time 35 3.76 3.8 8 0
121 0 Finance Full Time 38 3.55 3.45 7 1
122 0 Finance Full Time 44 3.88 3.9 8 1
123 0 Finance Part Time 38 3.31 3.45 7 0
124 0 Finance Full Time 52 3.09 3.15 6 1
125 0 Finance Unemployed 53 3.82 4 9 0
126 0 Finance Part Time 53 3.01 3.2 6 0
127 0 Finance Full Time 31 3.66 3.85 8 1
128 0 Finance Part Time 47 3.64 3.7 8 0
129 0 Finance Full Time 51 3.59 3.65 7 1
130 0 Finance Unemployed 37 3.49 3.55 7 0
131 0 Finance Part Time 46 3.13 3.2 6 0
132 0 Finance Full Time 48 3.83 3.9 8 1
133 0 Finance Full Time 54 3.04 3.15 6 1
134 0 Finance Full Time 48 3.91 4 10 1
135 0 Finance Full Time 36 3.56 3.7 8 1
136 0 Finance Unemployed 39 3.96 4 9 0
137 0 Finance Full Time 28 3.46 3.4 7 1
138 0 Finance Part Time 45 3.22 3.15 6 0
139 0 Finance Full Time 31 3.27 3.2 6 1
140 0 Finance Full Time 47 3.43 3.45 7 1
141 0 Finance Part Time 35 3.85 3.95 9 0
142 0 Finance Full Time 52 3.89 3.9 8 1
143 0 Finance Part Time 52 3.37 3.45 7 0
144 0 Finance Unemployed 55 3.32 3.3 6 0
145 0 Finance Full Time 52 3.54 3.55 7 1
146 0 Finance Part Time 46 3.8 3.9 8 0
147 0 Finance Full Time 31 3.74 3.85 8 1
148 0 Finance Full Time 33 3.17 3.45 7 1
149 0 Finance Part Time 45 3.27 3.55 7 0
150 0 Finance Full Time 50 3.32 3.3 6 1
151 0 Marketing Part Time 33 3.56 3.45 7 0
152 0 Marketing Full Time 37 3.95 4 9 1
153 0 Marketing Unemployed 33 3.56 3.75 8 0
154 0 Marketing Full Time 46 3.79 3.75 8 1
155 0 Marketing Part Time 55 3.93 4 9 0
156 0 Marketing Full Time 30 3.79 3.85 8 1
157 0 Marketing Full Time 51 3.71 3.85 8 1
158 0 Marketing Part Time 35 3.05 3.35 6 0
159 0 Marketing Unemployed 40 3.22 3.2 6 0
160 0 Marketing Part Time 29 3.85 3.95 9 0
161 0 Marketing Full Time 52 3.82 3.95 9 1
162 0 Marketing Full Time 27 3.23 3.95 9 1
163 0 Marketing Full Time 51 3.56 3.65 7 1
164 0 Marketing Part Time 56 3.53 3.65 7 0
165 0 Marketing Full Time 35 3.62 4 9 1
166 0 Leadership Full Time 46 3.8 3.95 9 1
167 0 Leadership Part Time 39 3.47 3.35 6 0
168 0 Leadership Full Time 31 3.64 3.65 7 1
169 0 Leadership Full Time 52 3.03 3.15 5 1
170 0 Leadership Unemployed 32 3.17 3.25 6 0
171 0 Leadership Part Time 32 3.22 3.2 6 0
172 0 Leadership Full Time 44 3.92 4 10 1
173 0 Leadership Full Time 43 3.82 3.95 9 1
174 0 Leadership Part Time 38 3.26 3.55 7 0
175 0 Leadership Full Time 54 3.8 3.85 8 1
176 0 Leadership Full Time 27 3.2 3.2 6 1
177 0 Leadership Part Time 38 3.46 3.35 6 0
178 0 Leadership Full Time 45 3.67 3.75 8 1
179 0 Leadership Unemployed 48 3.06 3.4 7 0
180 0 Leadership Full Time 43 3.66 3.85 8 1
181 0 Leadership Full Time 34 3.96 4 10 1
182 0 Leadership Full Time 54 3.75 3.85 8 1
183 0 Leadership Full Time 36 3.83 3.85 8 1
184 0 Leadership Full Time 45 3.22 3.2 6 1
185 0 Leadership Unemployed 28 3.36 3.35 6 0
186 0 Leadership Full Time 37 3.21 3.25 6 1
187 0 Leadership Full Time 27 3.02 3.15 5 1
188 0 Leadership Full Time 31 3.99 4 10 1
189 0 Leadership Unemployed 45 3.07 3.15 6 0
190 0 Leadership Full Time 48 3.65 3.65 7 1
191 0 Leadership Full Time 50 3.67 3.85 8 1
192 0 Leadership Full Time 32 3.06 3.35 6 1
193 0 Leadership Unemployed 33 3.98 3.7 8 0
194 0 Leadership Full Time 49 3.93 4 10 1
195 0 Leadership Unemployed 27 3.41 3.3 6 0
196 0 Leadership Part Time 28 3.43 3.5 7 0
197 0 Leadership Full Time 36 3.7 3.65 7 1
198 0 Leadership Full Time 35 3.76 3.75 8 1
199 0 Leadership Part Time 47 3.9 3.9 8 0
200 0 Leadership Full Time 33 3.23 3.3 6 1