In: Statistics and Probability
1a. A study of 24 randomly chosen dishwashers in Lincoln finds that the mean repair cost is $92.04, with a sample standard deviation of $12.26. Repair costs are known to be normally distributed. Find a 99% confidence interval for the mean repair cost of all dishwashers in Lincoln. Round the confidence interval values to the same number of decimal places as the sample mean.
1b. In a survey of 240 randomly selected high school wrestlers, 50 were injured during their junior year. Find a 90% confidence interval for the proportion of all high school wrestlers injured during their junior year. Round all proportions to 3 decimal places.
2. Choose ONE of the confidence intervals you found in #1. Write a sentence that gives the practical interpretation of that confidence interval.
3. A quality control inspector claims that over 10% of microwaves need repairs during the first five years of use. A researcher is testing this claim.
a. Write the null and alternative hypotheses, and tell whether the test is left-tailed, right-tailed, or two-tailed.
b. In a random sample of 114 microwaves, 16 needed repairs during the first five years. Find the test statistic.
c. Find the P-value.
d. The level of significance for this hypothesis test is 0.05. Should the researcher reject the null hypothesis or fail to reject the null hypothesis?
e. Write a conclusion in the context of the quality control inspector’s claim about microwaves.
Q 1 ) A) Given that
we want to construct the 99% C.I for mean repair cost of all dishwashers in Licoln
Given that
Sample mean
Sample SD
Sample size = n = 24
Confidence level = C = 0.99
95% C.I for mean is
Where ,
DF = n - 1 = 24 - 1 = 23
tc = 2.807 ..............( From t table )
95% C.I for mean is
Therefore 99% C.I for mean repair cost of all dishwashers in Licoln is ..............(Answer)
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Q1) b)
Given that
sample size = n = 240
Confidence level = C = 0.90
Let x=Number of high school wrestlers injured during their junior year = 50
Thereofore sample proportion is
The 90% confidence interval for the proportion of all high school wrestlers injured during their junior year is
Where
Zc= Critical value of C=1.645 ...............( By using Z table)
we get
The 90% confidence interval for the proportion of all high school wrestlers injured during their junior year is
..........(Answer)
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Q 2) Interpretation for 1b): If we repeatedly perform the experiment large number of times and confidence interval is calculated for each sample then at 90% Confidence level the true proportion of all high school wrestlers injured during their junior year is lies between ..........(Answer)