In: Statistics and Probability
3. A paint manufacturing company claims that the mean drying time
for its paints is not longer than 60 minutes. A random sample of 20
gallons of paints selected from the production line of this company
showed that the mean drying time for this sample is 63.50 minutes
with a sample standard deviation of 4 min utes. Assume that the drying times
for these paints have a normal distribution. Test the claim that
the mean drying time for its paints is less 60 minutes. Use
α=0.01.
a. Identify the claim and state the H0 and H1.
b. Find the critical value.
c. Calculate the test statistic.
d. Make a decision to reject or fail to reject the H0.
e. Interpret the decision in the context of the original
claim
4. The manager of a restaurant in a large city claims that waiters
working in all restaurants in his city earn an average of $150 or
more in tips per week. A random sample of 25 waiters selected from
restaurants of this city yielded a mean of $139 in tips per week
with a sample standard deviation of $28. Assume that the weekly
tips for all waiters in this city have a normal distribution. Test
the claim that the mean tips earned by waiters in that city is $150
or more. Use α=0.01.
a. Identify the claim and state the H0 and H1.
b. Find the critical value.
c. Calculate the test statistic.
d. e. Make a decision to reject or fail to reject the HInterpret
the decision in the context of the original claim 0.
3.
(A)Null and Alternative Hypotheses
The following null and alternative hypotheses need to be tested:
Ho:μ = 60 or mean drying time for its paints is 60
Ha:μ < 60 or mean drying time for its paints is not longer than 60
(B)
the significance level is α=0.01, and the critical value for a left-tailed test is tc=−2.539.
(C)
Test Statistics
The t-statistic is computed as follows:
(D)
Since it is observed that t=3.913≥tc=−2.539, it is then concluded that the null hypothesis is not rejected.
Using the P-value approach: The p-value is p=0.9995, and since p=0.9995≥0.01, it is concluded that the null hypothesis is not rejected.
(E)
Hence, since the null hypothesis is accepted.
we claim that the mean drying time for its paints is 60 minutes.
4.
(A)
Null and Alternative Hypotheses
The following null and alternative hypotheses need to be tested:
Ho: μ = 150 or waiters working in all restaurants in his city earn an average of $150 .
Ha: μ > 150 or waiters working in all restaurants in his city earn an average of $150 or more.
(B)
the significance level is α=0.01, and the critical value for a right-tailed test is tc=2.492.
(C)
Test Statistics
The t-statistic is computed as follows:
(D)
Since it is observed that t=−1.964≤tc=2.492, it is then concluded that the null hypothesis is not rejected.
Using the P-value approach: The p-value is p=0.9694, and since p=0.9694≥0.01, it is concluded that the null hypothesis is not rejected.
It is concluded that the null hypothesis Ho is not rejected. Therefore, there is not enough evidence to claim that the population mean \muμ is greater than 150, at the 0.01 significance level.
(E)
since the null hypothesis is accepted.
hence,waiters working in all restaurants in his city earn an average of $150 .
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