In: Statistics and Probability
Answer questions 21 – 23 based on the following. Among 1,000 managers with degrees in business administration, the following data have been accumulated as to their fields of concentration:
Position in Management | Position | |
major | Top management | Middle Management |
Management | 300 | 200 |
Marketing | 200 | 0 |
Accounting | 100 | 200 |
Test, using α = 0.01, to determine if their position in management is independent of their major.
21. What is your test statistic? a. -0.11 b. 25,600 c. 222.22 d. 14.91
22. Compute the critical value. a. 0.02 b. 0.00 c. 4.61 d. 9.21 e. 16.81
23. What is your conclusion? a. Reject the null at the 1% level b. Fail to reject the null at the 1% level c. Reject the null at the 0.5% level d. Fail to reject the null at the 0.5% level
The observed and expected value table is as below
Observed | |||
Moderate | Heavy | Total | |
High School | 300 | 200 | 500 |
College | 200 | 0 | 200 |
Graduate | 100 | 200 | 300 |
Total | 600 | 400 | 1000 |
Expected | |||
Moderate | Heavy | Total | |
High School | 300.00 | 200.00 | 500 |
College | 120.00 | 80.00 | 200 |
Graduate | 180.00 | 120.00 | 300 |
Total | 600.00 | 400.00 | 1000 |
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(21) The Test Statistic:
Number | Observed | Expected | (O-E) | (O-E)2 | (O-E)2/E |
A | 300 | 300.00 | 0.00 | 0 | 0 |
B | 200 | 120.00 | 80.00 | 6400 | 53.33333 |
C | 100 | 180.00 | -80.00 | 6400 | 35.55556 |
D | 200 | 200.00 | 0.00 | 0 | 0 |
E | 0 | 80.00 | -80.00 | 6400 | 80 |
F | 200 | 120.00 | 80.00 | 6400 | 53.33333 |
Total | 222.22 |
Option c: 222.22
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(22) The critical value at = 0.01, df = (r - 1) * (c - 1) = (2 - 1) * (3 - 1) = 2 is Option d: 9.21
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(23) Since test is > critical, We Option a: Reject the null at the 1% level
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