In: Statistics and Probability
A study of 420,047 cell phone users found that 130 of them developed cancer of the brain or nervous system. Prior to this study of cell phone use, the rate of such cancer was found to be 0.0223% for those not using cell phones. Complete parts (a) and (b). a. Use the sample data to construct a 90% confidence interval estimate of the percentage of cell phone users who develop cancer of the brain or nervous system.
b. Do cell phone users appear to have a rate of cancer of the brain or nervous system that is different from the rate of such cancer among those not using cell phones? Why or why not?
A. No, because 0.0223% is not included in the confidence interval.
B.No, because 0.0223% is included in the confidence interval.
C. Yes, because 0.0223% is included in the confidence interval.
D. Yes, because 0.0223% is not is not included in the confidence interval.
Solution :
a) The 90% confidence interval for population percentage is given as follows :
Where, p̂ is sample percentage, q̂ = 100 - p̂, n is sample size and Z(0.10/2) is critical z-value to construct 90% confidence interval.
Sample percentage of cellphone users who developed cancer of the brain or nervous system is given by,
n = 420047
Using Z-table we get, Z(0.10/2) = 1.645
Hence, 90% confidence interval estimate of the percentage of cell phone users who develop cancer of the brain or nervous system is,
The 90% confidence interval estimate of the percentage of cell phone users who develop cancer of the brain or nervous system is (0.02648%, 0.03541%).
b) Since, 0.0223% is not included in the sample, therefore we can conclude that the cell phone users appear to have a rate of cancer of the brain or nervous system that is different from the rate of such cancer among those not using cell phones.
Hence, option (D) is correct.
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