In: Statistics and Probability
The data in the table below are the result of a random survey of 39 national flags (with replacement between picks) from various countries. We are interested in finding a confidence interval for the true mean number of colors on a national flag. Let X = the number of colors on a national flag.
X | Freq. |
---|---|
1 | 1 |
2 | 7 |
3 | 18 |
4 | 7 |
5 | 6 |
Construct a 95% confidence interval for the true mean number of
colors on national flags.
Fill in the blanks on the graph with the areas, the upper and lower
limits of the Confidence Interval and the sample mean. (Round your
answers to two decimal places.)
CL = |
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Need to calculate mean and SD first
Value, x | Frequency, f | x*f | x-Mean | (x-Mean)^2 | (x-Mean)^2*f | |
1 | 1 | 1 | -2.25641 | 5.0913872 | 5.091387245 | |
2 | 7 | 14 | -1.25641 | 1.5785667 | 11.04996713 | |
3 | 18 | 54 | -0.25641 | 0.0657462 | 1.183431953 | |
4 | 7 | 28 | 0.74359 | 0.5529257 | 3.870479947 | |
5 | 6 | 30 | 1.74359 | 3.0401052 | 18.24063116 | |
Total | 15 | 39 | 127 | -1.28205 | 10.328731 | 39.43589744 |
Mean | 127/39 = 3.25641 | |||||
Variance | 39.43589744/38 =1.037787 | |||||
SD | 1.018718 |
To calculate 95% confidence interval, we need to find tc (Critical t value) as population standard deviation is not given
For 95% CI and dof = n-1 = 39 -1 = 38, tc = 2.024
Confidence Interval is given by
So,
Lower limit = 2.93
Upper Limit = 3.59
Sample Mean = 3.26
Please let me know if you have any doubts. Happy to help. Please thumbs up if you like the solution. Thanks