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***This requires SPSS Software*** Work with the datafile at end and respond following questions in a few sentences along with SPSS output. Identify Two Independent

***This requires SPSS Software***

Work with the datafile at end and respond following questions in a few sentences along with SPSS output.

  1. Identify Two Independent Variables and a 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. What are the results?
  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 does this analyses address your hypotheses from first question?

Datafile:

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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1. An orange juice producer has found that the fill weights (weight of product per container) of several of its orange juice products do not meet specifications. If the problem continues, unhappy...

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Spherical Manufacturing recently spent $11 million to purchase some equipment used in the manufacture of disk drives. This equipment has a CCA rate of 45% and Spherical's marginal corporate tax rate...

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9. Take a view or attitude that you hold strongly. Search for information that is opposed to this view or attitude. Discuss.

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2. In what way can we say that method affects the result we get?

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4. In what way will relationships in a system influence what is reported?

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