In: Math
SCENARIO 12-7
Data on the percentage of 200 hotels in each of the three large
cities across the world on whether minibar charges are correctly
posted at checkout are given below.
| Hong Kong New York Paris |
Yes No |
86% 76% 78% 14% 24% 22% |
At the 0.05 level of significance, you want to know if there is
evidence of a difference in the proportion of hotels that correctly
post minibar charges among the three cities.
Referring to Scenario 12-7, the expected cell frequency for the
Hong Kong/Yes cell is ________.
SCENARIO 12-7
Data on the percentage of 200 hotels in each of the three large
cities across the world on whether minibar charges are correctly
posted at checkout are given below.
|
Hong Kong New York Paris |
Yes |
86% 76% 78% |
At the 0.05 level of significance, you want to know if there is evidence of a difference in the proportion of hotels that correctly post minibar charges among the three cities.
Percentages are given. We convert to actual frequencies to
compute chi square.
Chi-Square Test |
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Observed Frequencies |
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Column variable |
Calculations |
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Row variable |
Hongkong |
Newyork |
Paris |
Total |
fo-fe |
|||
Yes |
172 |
152 |
156 |
480 |
12 |
-8 |
-4 |
|
No |
28 |
48 |
44 |
120 |
-12 |
8 |
4 |
|
Total |
200 |
200 |
200 |
600 |
||||
Expected Frequencies |
||||||||
Column variable |
||||||||
Row variable |
Hongkong |
Newyork |
Paris |
Total |
(fo-fe)^2/fe |
|||
Yes |
160 |
160 |
160 |
480 |
0.9 |
0.4 |
0.1 |
|
No |
40 |
40 |
40 |
120 |
3.6 |
1.6 |
0.4 |
|
Total |
200 |
200 |
200 |
600 |
||||
Data |
||||||||
Level of Significance |
0.05 |
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Number of Rows |
2 |
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Number of Columns |
3 |
|||||||
Degrees of Freedom |
2 |
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Results |
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Critical Value |
5.991 |
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Chi-Square Test Statistic |
7 |
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p-Value |
0.0302 |
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Reject the null hypothesis |
Calculated chi square =7.0 which is > critical chi square 5.991. Ho is rejected.
There is enough evidence of a difference in the proportion of hotels that correctly post minibar charges among the three cities.
Referring to Scenario 12-7, the expected cell frequency for
the Hong Kong/Yes cell is 160