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Using Appendix B Data Sets. In Exercises 29 and 30, use the indicated data set in Appendix B. Green M&Ms Data Set 27 鈥淢&M Weights鈥 in Appendix B includes data from 100 M&M plain candies, and 19 of them are green. The Mars candy company claims that 16% of its M&M plain candies are green. Use the sample data to construct a 95% confidence interval estimate of the percentage of green M&Ms. What do you conclude about the claim of 16%?

Short Answer

Expert verified

The 95% confidence interval of the percentage of green candies is equal to (11.3%, 26.7%).

As the value of 16% lies in the interval, there is sufficient evidence to support the claim of 16% green candies.

Step by step solution

01

Given information

In a sample of 100 candies, 19 are green. It is claimed that 16% of the candies are green.

02

Expression of the confidence interval

The confidence interval for the population proportion is shown below:

p^-E<p<p^+E


Here, E is the margin of error. It has the following formula:

E=z2p^q^nwhere

p^ is the sample proportion of adults who have Facebook pages

q^is the sample proportion of adults who do not have Facebook pages

n is the sample size

z2is the one-tailed critical value of z.

03

Sample size and the sample proportions

The sample size (n) is equal to 100.

The sample proportion of green candiesis equal to:

p^=19100=0.19

The sample proportion of green candies is equal to:

q^=1-p^=1-0.19=0.81

04

Step 4:Find the margin of error

The value of z2 for =0.05 is equal to 1.96.

The margin of error can be computed as follows:

E=z2p^q^n=1.960.190.81100=0.0769

05

Compute the confidence interval

The confidence interval estimate of the population proportion of green candies is computed as follows:

p^-E<p<p^+E0.19-0.0769<p<0.19+0.07690.113<p<0.26711.3%<p<26.7%

The 95% confidence interval is equal to (11.3%, 26.7%).

06

Conclusion

Since the interval contains the value of 16%, it can be said the claim of 16% green candies is supported.

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