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***SPSS software is necessary to solve this*** Work with datafile table at the end and respond following questions: Identify TWO Independent Variables and ONE Dependent

***SPSS software is necessary to solve this***

Work with datafile table at the end and respond following questions:

  1. Identify TWO Independent Variables and ONE Dependent Variable (of your choice) and develop a hypothesis about what is expected to find. (note: at least one the IVs has to have at least 3 levels or groups, and the DV must be continuous)
  2. Run Assumption tests for Normality and initial Homogeneity of Variance. Copy results from SPSS?
  3. Run the two-way ANOVA with the Levene test, Tukey post hoc test and Plot (graph) of the potential interaction.
    • What are the results of the Levene test? What does this mean?
    • What are the results of the two-way ANOVA (use notation)? What does it mean?
    • Are post hoc tests necessary? If so, what are the results of those analyses?
    • Is a graph of the interaction necessary? If so, what does the graph of the interaction indicate?
  4. How do this analyses address hypotheses from 1st question?
id female race ses schtyp prog read write math science socst
70.00 0.00 4.00 1.00 1.00 1.00 57.00 52.00 41.00 47.00 57.00
121.00 1.00 4.00 2.00 1.00 3.00 68.00 59.00 53.00 63.00 61.00
86.00 0.00 4.00 3.00 1.00 1.00 44.00 33.00 54.00 58.00 31.00
141.00 0.00 4.00 3.00 1.00 3.00 63.00 44.00 47.00 53.00 56.00
172.00 0.00 4.00 2.00 1.00 2.00 47.00 52.00 57.00 53.00 61.00
113.00 0.00 4.00 2.00 1.00 2.00 44.00 52.00 51.00 63.00 61.00
50.00 0.00 3.00 2.00 1.00 1.00 50.00 59.00 42.00 53.00 61.00
11.00 0.00 1.00 2.00 1.00 2.00 34.00 46.00 45.00 39.00 36.00
84.00 0.00 4.00 2.00 1.00 1.00 63.00 57.00 54.00 58.00 51.00
48.00 0.00 3.00 2.00 1.00 2.00 57.00 55.00 52.00 50.00 51.00
75.00 0.00 4.00 2.00 1.00 3.00 60.00 46.00 51.00 53.00 61.00
60.00 0.00 4.00 2.00 1.00 2.00 57.00 65.00 51.00 63.00 61.00
95.00 0.00 4.00 3.00 1.00 2.00 73.00 60.00 71.00 61.00 71.00
104.00 0.00 4.00 3.00 1.00 2.00 54.00 63.00 57.00 55.00 46.00
38.00 0.00 3.00 1.00 1.00 2.00 45.00 57.00 50.00 31.00 56.00
115.00 0.00 4.00 1.00 1.00 1.00 42.00 49.00 43.00 50.00 56.00
76.00 0.00 4.00 3.00 1.00 2.00 47.00 52.00 51.00 50.00 56.00
195.00 0.00 4.00 2.00 2.00 1.00 57.00 57.00 60.00 58.00 56.00
114.00 0.00 4.00 3.00 1.00 2.00 68.00 65.00 62.00 55.00 61.00
85.00 0.00 4.00 2.00 1.00 1.00 55.00 39.00 57.00 53.00 46.00
167.00 0.00 4.00 2.00 1.00 1.00 63.00 49.00 35.00 66.00 41.00
143.00 0.00 4.00 2.00 1.00 3.00 63.00 63.00 75.00 72.00 66.00
41.00 0.00 3.00 2.00 1.00 2.00 50.00 40.00 45.00 55.00 56.00
20.00 0.00 1.00 3.00 1.00 2.00 60.00 52.00 57.00 61.00 61.00
12.00 0.00 1.00 2.00 1.00 3.00 37.00 44.00 45.00 39.00 46.00
53.00 0.00 3.00 2.00 1.00 3.00 34.00 37.00 46.00 39.00 31.00
154.00 0.00 4.00 3.00 1.00 2.00 65.00 65.00 66.00 61.00 66.00
178.00 0.00 4.00 2.00 2.00 3.00 47.00 57.00 57.00 58.00 46.00
196.00 0.00 4.00 3.00 2.00 2.00 44.00 38.00 49.00 39.00 46.00
29.00 0.00 2.00 1.00 1.00 1.00 52.00 44.00 49.00 55.00 41.00
126.00 0.00 4.00 2.00 1.00 1.00 42.00 31.00 57.00 47.00 51.00
103.00 0.00 4.00 3.00 1.00 2.00 76.00 52.00 64.00 64.00 61.00
192.00 0.00 4.00 3.00 2.00 2.00 65.00 67.00 63.00 66.00 71.00
150.00 0.00 4.00 2.00 1.00 3.00 42.00 41.00 57.00 72.00 31.00
199.00 0.00 4.00 3.00 2.00 2.00 52.00 59.00 50.00 61.00 61.00
144.00 0.00 4.00 3.00 1.00 1.00 60.00 65.00 58.00 61.00 66.00
200.00 0.00 4.00 2.00 2.00 2.00 68.00 54.00 75.00 66.00 66.00
80.00 0.00 4.00 3.00 1.00 2.00 65.00 62.00 68.00 66.00 66.00
16.00 0.00 1.00 1.00 1.00 3.00 47.00 31.00 44.00 36.00 36.00
153.00 0.00 4.00 2.00 1.00 3.00 39.00 31.00 40.00 39.00 51.00
176.00 0.00 4.00 2.00 2.00 2.00 47.00 47.00 41.00 42.00 51.00
177.00 0.00 4.00 2.00 2.00 2.00 55.00 59.00 62.00 58.00 51.00
168.00 0.00 4.00 2.00 1.00 2.00 52.00 54.00 57.00 55.00 51.00
40.00 0.00 3.00 1.00 1.00 1.00 42.00 41.00 43.00 50.00 41.00
62.00 0.00 4.00 3.00 1.00 1.00 65.00 65.00 48.00 63.00 66.00
169.00 0.00 4.00 1.00 1.00 1.00 55.00 59.00 63.00 69.00 46.00
49.00 0.00 3.00 3.00 1.00 3.00 50.00 40.00 39.00 49.00 47.00
136.00 0.00 4.00 2.00 1.00 2.00 65.00 59.00 70.00 63.00 51.00
189.00 0.00 4.00 2.00 2.00 2.00 47.00 59.00 63.00 53.00 46.00
7.00 0.00 1.00 2.00 1.00 2.00 57.00 54.00 59.00 47.00 51.00
27.00 0.00 2.00 2.00 1.00 2.00 53.00 61.00 61.00 57.00 56.00
128.00 0.00 4.00 3.00 1.00 2.00 39.00 33.00 38.00 47.00 41.00
21.00 0.00 1.00 2.00 1.00 1.00 44.00 44.00 61.00 50.00 46.00
183.00 0.00 4.00 2.00 2.00 2.00 63.00 59.00 49.00 55.00 71.00
132.00 0.00 4.00 2.00 1.00 2.00 73.00 62.00 73.00 69.00 66.00
15.00 0.00 1.00 3.00 1.00 3.00 39.00 39.00 44.00 26.00 42.00
67.00 0.00 4.00 1.00 1.00 3.00 37.00 37.00 42.00 33.00 32.00
22.00 0.00 1.00 2.00 1.00 3.00 42.00 39.00 39.00 56.00 46.00
185.00 0.00 4.00 2.00 2.00 2.00 63.00 57.00 55.00 58.00 41.00
9.00 0.00 1.00 2.00 1.00 3.00 48.00 49.00 52.00 44.00 51.00
181.00 0.00 4.00 2.00 2.00 2.00 50.00 46.00 45.00 58.00 61.00
170.00 0.00 4.00 3.00 1.00 2.00 47.00 62.00 61.00 69.00 66.00
134.00 0.00 4.00 1.00 1.00 1.00 44.00 44.00 39.00 34.00 46.00
108.00 0.00 4.00 2.00 1.00 1.00 34.00 33.00 41.00 36.00 36.00
197.00 0.00 4.00 3.00 2.00 2.00 50.00 42.00 50.00 36.00 61.00
140.00 0.00 4.00 2.00 1.00 3.00 44.00 41.00 40.00 50.00 26.00
171.00 0.00 4.00 2.00 1.00 2.00 60.00 54.00 60.00 55.00 66.00
107.00 0.00 4.00 1.00 1.00 3.00 47.00 39.00 47.00 42.00 26.00
81.00 0.00 4.00 1.00 1.00 2.00 63.00 43.00 59.00 65.00 44.00
18.00 0.00 1.00 2.00 1.00 3.00 50.00 33.00 49.00 44.00 36.00
155.00 0.00 4.00 2.00 1.00 1.00 44.00 44.00 46.00 39.00 51.00
97.00 0.00 4.00 3.00 1.00 2.00 60.00 54.00 58.00 58.00 61.00
68.00 0.00 4.00 2.00 1.00 2.00 73.00 67.00 71.00 63.00 66.00
157.00 0.00 4.00 2.00 1.00 1.00 68.00 59.00 58.00 74.00 66.00
56.00 0.00 4.00 2.00 1.00 3.00 55.00 45.00 46.00 58.00 51.00
5.00 0.00 1.00 1.00 1.00 2.00 47.00 40.00 43.00 45.00 31.00
159.00 0.00 4.00 3.00 1.00 2.00 55.00 61.00 54.00 49.00 61.00
123.00 0.00 4.00 3.00 1.00 1.00 68.00 59.00 56.00 63.00 66.00
164.00 0.00 4.00 2.00 1.00 3.00 31.00 36.00 46.00 39.00 46.00
14.00 0.00 1.00 3.00 1.00 2.00 47.00 41.00 54.00 42.00 56.00
127.00 0.00 4.00 3.00 1.00 2.00 63.00 59.00 57.00 55.00 56.00
165.00 0.00 4.00 1.00 1.00 3.00 36.00 49.00 54.00 61.00 36.00
174.00 0.00 4.00 2.00 2.00 2.00 68.00 59.00 71.00 66.00 56.00
3.00 0.00 1.00 1.00 1.00 2.00 63.00 65.00 48.00 63.00 56.00
58.00 0.00 4.00 2.00 1.00 3.00 55.00 41.00 40.00 44.00 41.00
146.00 0.00 4.00 3.00 1.00 2.00 55.00 62.00 64.00 63.00 66.00
102.00 0.00 4.00 3.00 1.00 2.00 52.00 41.00 51.00 53.00 56.00
117.00 0.00 4.00 3.00 1.00 3.00 34.00 49.00 39.00 42.00 56.00
133.00 0.00 4.00 2.00 1.00 3.00 50.00 31.00 40.00 34.00 31.00
94.00 0.00 4.00 3.00 1.00 2.00 55.00 49.00 61.00 61.00 56.00
24.00 0.00 2.00 2.00 1.00 2.00 52.00 62.00 66.00 47.00 46.00
149.00 0.00 4.00 1.00 1.00 1.00 63.00 49.00 49.00 66.00 46.00
82.00 1.00 4.00 3.00 1.00 2.00 68.00 62.00 65.00 69.00 61.00
8.00 1.00 1.00 1.00 1.00 2.00 39.00 44.00 52.00 44.00 48.00
129.00 1.00 4.00 1.00 1.00 1.00 44.00 44.00 46.00 47.00 51.00
173.00 1.00 4.00 1.00 1.00 1.00 50.00 62.00 61.00 63.00 51.00
57.00 1.00 4.00 2.00 1.00 2.00 71.00 65.00 72.00 66.00 56.00
100.00 1.00 4.00 3.00 1.00 2.00 63.00 65.00 71.00 69.00 71.00
1.00 1.00 1.00 1.00 1.00 3.00 34.00 44.00 40.00 39.00 41.00
194.00 1.00 4.00 3.00 2.00 2.00 63.00 63.00 69.00 61.00 61.00
88.00 1.00 4.00 3.00 1.00 2.00 68.00 60.00 64.00 69.00 66.00
99.00 1.00 4.00 3.00 1.00 1.00 47.00 59.00 56.00 66.00 61.00
47.00 1.00 3.00 1.00 1.00 2.00 47.00 46.00 49.00 33.00 41.00
120.00 1.00 4.00 3.00 1.00 2.00 63.00 52.00 54.00 50.00 51.00
166.00 1.00 4.00 2.00 1.00 2.00 52.00 59.00 53.00 61.00 51.00
65.00 1.00 4.00 2.00 1.00 2.00 55.00 54.00 66.00 42.00 56.00
101.00 1.00 4.00 3.00 1.00 2.00 60.00 62.00 67.00 50.00 56.00
89.00 1.00 4.00 1.00 1.00 3.00 35.00 35.00 40.00 51.00 33.00
54.00 1.00 3.00 1.00 2.00 1.00 47.00 54.00 46.00 50.00 56.00
180.00 1.00 4.00 3.00 2.00 2.00 71.00 65.00 69.00 58.00 71.00
162.00 1.00 4.00 2.00 1.00 3.00 57.00 52.00 40.00 61.00 56.00
4.00 1.00 1.00 1.00 1.00 2.00 44.00 50.00 41.00 39.00 51.00
131.00 1.00 4.00 3.00 1.00 2.00 65.00 59.00 57.00 46.00 66.00
125.00 1.00 4.00 1.00 1.00 2.00 68.00 65.00 58.00 59.00 56.00
34.00 1.00 1.00 3.00 2.00 2.00 73.00 61.00 57.00 55.00 66.00
106.00 1.00 4.00 2.00 1.00 3.00 36.00 44.00 37.00 42.00 41.00
130.00 1.00 4.00 3.00 1.00 1.00 43.00 54.00 55.00 55.00 46.00
93.00 1.00 4.00 3.00 1.00 2.00 73.00 67.00 62.00 58.00 66.00
163.00 1.00 4.00 1.00 1.00 2.00 52.00 57.00 64.00 58.00 56.00
37.00 1.00 3.00 1.00 1.00 3.00 41.00 47.00 40.00 39.00 51.00
35.00 1.00 1.00 1.00 2.00 1.00 60.00 54.00 50.00 50.00 51.00
87.00 1.00 4.00 2.00 1.00 1.00 50.00 52.00 46.00 50.00 56.00
73.00 1.00 4.00 2.00 1.00 2.00 50.00 52.00 53.00 39.00 56.00
151.00 1.00 4.00 2.00 1.00 3.00 47.00 46.00 52.00 48.00 46.00
44.00 1.00 3.00 1.00 1.00 3.00 47.00 62.00 45.00 34.00 46.00
152.00 1.00 4.00 3.00 1.00 2.00 55.00 57.00 56.00 58.00 61.00
105.00 1.00 4.00 2.00 1.00 2.00 50.00 41.00 45.00 44.00 56.00
28.00 1.00 2.00 2.00 1.00 1.00 39.00 53.00 54.00 50.00 41.00
91.00 1.00 4.00 3.00 1.00 3.00 50.00 49.00 56.00 47.00 46.00
45.00 1.00 3.00 1.00 1.00 3.00 34.00 35.00 41.00 29.00 26.00
116.00 1.00 4.00 2.00 1.00 2.00 57.00 59.00 54.00 50.00 56.00
33.00 1.00 2.00 1.00 1.00 2.00 57.00 65.00 72.00 54.00 56.00
66.00 1.00 4.00 2.00 1.00 3.00 68.00 62.00 56.00 50.00 51.00
72.00 1.00 4.00 2.00 1.00 3.00 42.00 54.00 47.00 47.00 46.00
77.00 1.00 4.00 1.00 1.00 2.00 61.00 59.00 49.00 44.00 66.00
61.00 1.00 4.00 3.00 1.00 2.00 76.00 63.00 60.00 67.00 66.00
190.00 1.00 4.00 2.00 2.00 2.00 47.00 59.00 54.00 58.00 46.00
42.00 1.00 3.00 2.00 1.00 3.00 46.00 52.00 55.00 44.00 56.00
2.00 1.00 1.00 2.00 1.00 3.00 39.00 41.00 33.00 42.00 41.00
55.00 1.00 3.00 2.00 2.00 2.00 52.00 49.00 49.00 44.00 61.00
19.00 1.00 1.00 1.00 1.00 1.00 28.00 46.00 43.00 44.00 51.00
90.00 1.00 4.00 3.00 1.00 2.00 42.00 54.00 50.00 50.00 52.00
142.00 1.00 4.00 2.00 1.00 3.00 47.00 42.00 52.00 39.00 51.00
17.00 1.00 1.00 2.00 1.00 2.00 47.00 57.00 48.00 44.00 41.00
122.00 1.00 4.00 2.00 1.00 2.00 52.00 59.00 58.00 53.00 66.00
191.00 1.00 4.00 3.00 2.00 2.00 47.00 52.00 43.00 48.00 61.00
83.00 1.00 4.00 2.00 1.00 3.00 50.00 62.00 41.00 55.00 31.00
182.00 1.00 4.00 2.00 2.00 2.00 44.00 52.00 43.00 44.00 51.00
6.00 1.00 1.00 1.00 1.00 2.00 47.00 41.00 46.00 40.00 41.00
46.00 1.00 3.00 1.00 1.00 2.00 45.00 55.00 44.00 34.00 41.00
43.00 1.00 3.00 1.00 1.00 2.00 47.00 37.00 43.00 42.00 46.00
96.00 1.00 4.00 3.00 1.00 2.00 65.00 54.00 61.00 58.00 56.00
138.00 1.00 4.00 2.00 1.00 3.00 43.00 57.00 40.00 50.00 51.00
10.00 1.00 1.00 2.00 1.00 1.00 47.00 54.00 49.00 53.00 61.00
71.00 1.00 4.00 2.00 1.00 1.00 57.00 62.00 56.00 58.00 66.00
139.00 1.00 4.00 2.00 1.00 2.00 68.00 59.00 61.00 55.00 71.00
110.00 1.00 4.00 2.00 1.00 3.00 52.00 55.00 50.00 54.00 61.00
148.00 1.00 4.00 2.00 1.00 3.00 42.00 57.00 51.00 47.00 61.00
109.00 1.00 4.00 2.00 1.00 1.00 42.00 39.00 42.00 42.00 41.00
39.00 1.00 3.00 3.00 1.00 2.00 66.00 67.00 67.00 61.00 66.00
147.00 1.00 4.00 1.00 1.00 2.00 47.00 62.00 53.00 53.00 61.00
74.00 1.00 4.00 2.00 1.00 2.00 57.00 50.00 50.00 51.00 58.00
198.00 1.00 4.00 3.00 2.00 2.00 47.00 61.00 51.00 63.00 31.00
161.00 1.00 4.00 1.00 1.00 2.00 57.00 62.00 72.00 61.00 61.00
112.00 1.00 4.00 2.00 1.00 2.00 52.00 59.00 48.00 55.00 61.00
69.00 1.00 4.00 1.00 1.00 3.00 44.00 44.00 40.00 40.00 31.00
156.00 1.00 4.00 2.00 1.00 2.00 50.00 59.00 53.00 61.00 61.00
111.00 1.00 4.00 1.00 1.00 1.00 39.00 54.00 39.00 47.00 36.00
186.00 1.00 4.00 2.00 2.00 2.00 57.00 62.00 63.00 55.00 41.00
98.00 1.00 4.00 1.00 1.00 3.00 57.00 60.00 51.00 53.00 37.00
119.00 1.00 4.00 1.00 1.00 1.00 42.00 57.00 45.00 50.00 43.00
13.00 1.00 1.00 2.00 1.00 3.00 47.00 46.00 39.00 47.00 61.00
51.00 1.00 3.00 3.00 1.00 1.00 42.00 36.00 42.00 31.00 39.00
26.00 1.00 2.00 3.00 1.00 2.00 60.00 59.00 62.00 61.00 51.00
36.00 1.00 3.00 1.00 1.00 1.00 44.00 49.00 44.00 35.00 51.00
135.00 1.00 4.00 1.00 1.00 2.00 63.00 60.00 65.00 54.00 66.00
59.00 1.00 4.00 2.00 1.00 2.00 65.00 67.00 63.00 55.00 71.00
78.00 1.00 4.00 2.00 1.00 2.00 39.00 54.00 54.00 53.00 41.00
64.00 1.00 4.00 3.00 1.00 3.00 50.00 52.00 45.00 58.00 36.00
63.00 1.00 4.00 1.00 1.00 1.00 52.00 65.00 60.00 56.00 51.00
79.00 1.00 4.00 2.00 1.00 2.00 60.00 62.00 49.00 50.00 51.00
193.00 1.00 4.00 2.00 2.00 2.00 44.00 49.00 48.00 39.00 51.00
92.00 1.00 4.00 3.00 1.00 1.00 52.00 67.00 57.00 63.00 61.00
160.00 1.00 4.00 2.00 1.00 2.00 55.00 65.00 55.00 50.00 61.00
32.00 1.00 2.00 3.00 1.00 3.00 50.00 67.00 66.00 66.00 56.00
23.00 1.00 2.00 1.00 1.00 2.00 65.00 65.00 64.00 58.00 71.00
158.00 1.00 4.00 2.00 1.00 1.00 52.00 54.00 55.00 53.00 51.00
25.00 1.00 2.00 2.00 1.00 1.00 47.00 44.00 42.00 42.00 36.00
188.00 1.00 4.00 3.00 2.00 2.00 63.00 62.00 56.00 55.00 61.00
52.00 1.00 3.00 1.00 1.00 2.00 50.00 46.00 53.00 53.00 66.00
124.00 1.00 4.00 1.00 1.00 3.00 42.00 54.00 41.00 42.00 41.00
175.00 1.00 4.00 3.00 2.00 1.00 36.00 57.00 42.00 50.00 41.00
184.00 1.00 4.00 2.00 2.00 3.00 50.00 52.00 53.00 55.00 56.00
30.00 1.00 2.00 3.00 1.00 2.00 41.00 59.00 42.00 34.00 51.00
179.00 1.00 4.00 2.00 2.00 2.00 47.00 65.00 60.00 50.00 56.00
31.00 1.00 2.00 2.00 2.00 1.00 55.00 59.00 52.00 42.00 56.00
145.00 1.00 4.00 2.00 1.00 3.00 42.00 46.00 38.00 36.00 46.00
187.00 1.00 4.00 2.00 2.00 1.00 57.00 41.00 57.00 55.00 52.00
118.00 1.00 4.00 2.00 1.00 1.00 55.00 62.00 58.00 58.00 61.00
137.00 1.00 4.00 3.00 1.00 2.00 63.00 65.00 65.00 53.00 61.00

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YOUR GM HAS CALLED YOU INTO THE OFFICE AND SHARED WITH YOU THAT YOUR HOUSEKEEPING AAA INSPECTION SCORE HAS FALLEN 5 POINTS BECAUSE OF CONSISTENCY ISSUES IN SERVICE AND THE HOTEL IS IN JEOPARDY OF...

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Follow these steps for this discussion board: 1-Find an example of a business committing a tort (news article, law website, etc.). This could be from a court case or it may have been handled...

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The fear of making a fool of oneself

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4. Develop circular models, with positive and negative feedback loops, for the following situations: (a) In a poor third-world country, the population increase has been very large in the last ten...

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Annoyance about a statement that has been made by somebody

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