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The data in the Table are the result of a random survey of 39national 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.

XFreq.11273184756

Construct a 95%confidence interval for the true mean number of colors on national flags.

Calculate the following:

a. lower limit

b. upper limit

c. error bound

Short Answer

Expert verified

For this test lower limit is 2.92, upper limit 3.59 and error bound 0.33.

Step by step solution

01

Part (a) Step 1: Given Information 

The data in the Table are the result of a random survey of 39national flags (with replacement between picks) from various countries.

XFreq.11273184756

02

Part (a) Step 2: Explanation 

If Xand sare the mean and the standard deviation of the random sample from a normal distribution with unknown variance 100(1-)%confidence interval is given by

x-t2,n-1snx+t2,n-1sn

where t2,n-1is the upper 1002percentage point of the tdistribution with n-1degrees of freedom.

The simple mean is

localid="1650538313491" x=1ni=1nxi=11+72+183+74+6539=3.26

And standard deviation is

localid="1650538384998" s=i=1nxi-x2n-112=i=139xi-3.2623812=1.02

Now, we need to find a localid="1650538417579" 95%Clon the population mean, then

localid="1650538452918" 2=1-0.952=0.025t2,n-1=t0.025,38=2.03

03

Part (a) Step 3: Final Answer 

We used a probability table for the Student's t-distribution to find the value of t. The table gives t-scores that correspond to degrees of freedom (row) and the confidence level (column). The t-score is found where the row and column intersect in the table.

7.8-2.036.2257.8+2.036.225

7.8-0.337.8+0.33

Therefore,

Lower limit is2.92.

04

Part (b) Step 1: Given Information 

The data in the Table are the result of a random survey of 39national flags (with replacement between picks) from various countries.

XFreq.11273184756

05

Part (b) Step 2: Explanation 

If Xand sare the mean and the standard deviation of the random sample from a normal distribution with unknown variance 100(1-)%confidence interval is given by

x-t2,n-1snx+t2,n-1sn

where t2,n-1is the upper 1002percentage point of the tdistribution with n-1degrees of freedom.

The simple mean is

localid="1650538592407" x=1ni=1nxi=11+72+183+74+6539=3.26

And standard deviation is

localid="1650538944116" s=i=1nxi-x2n-112=i=139xi-3.2623812=1.02

Now, we need to find a 95%Clon the population mean, then

2=1-0.952=0.025t2,n-1=t0.025,38=2.03

06

Part (b) Step 3: Explanation

We used a probability table for the Student's t-distribution to find the value of t. The table gives t-scores that correspond to degrees of freedom (row) and the confidence level (column). The t-score is found where the row and column intersect in the table.

7.8-2.036.2257.8+2.036.225

7.8-0.337.8+0.33

Therefore,

Upper limit is3.59.

07

Part (c) Step 1: Given Information 

The data in the Table are the result of a random survey of 39national flags (with replacement between picks) from various countries.

XFreq.11273184756

08

Part (c) Step 2: Explanation 

If Xand sare the mean and the standard deviation of the random sample from a normal distribution with unknown variance 100(1-)%confidence interval is given by

x-t2,n-1snx+t2,n-1sn

where t2,n-1is the upper 1002percentage point of the tdistribution with n-1degrees of freedom.

The simple mean is

localid="1650539042896" x=1ni=1nxi=11+72+183+74+6539=3.26

And standard deviation is

localid="1650539055897" s=i=1nxi-x2n-112=i=139xi-3.2623812=1.02

Now, we need to find a 95%Clon the population mean, then

2=1-0.952=0.025t2,n-1=t0.025,38=2.03

09

Part (c) Step 3: Explanation

We used a probability table for the Student's t-distribution to find the value of t. The table gives t-scores that correspond to degrees of freedom (row) and the confidence level (column). The t-score is found where the row and column intersect in the table.

7.8-2.036.2257.8+2.036.225

7.8-0.337.8+0.33

Therefore,

Error bound is 0.33.

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The data in the Table are the result of a random survey of 39national 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.

XFreq.11273184756

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