Water samples are taken from water used for cooling as it is being discharged from a power
Question:
Water samples are taken from water used for cooling as it is being discharged from a power plant into a river. It has been determined that as long as the mean temperature of the discharged water is at most 150F, there will be no negative effects on the river’s ecosystem.
To investigate whether the plant is in compliance with regulations that prohibit a mean discharge water temperature above 150F, a scientist will take 50 water samples at randomly selected times and will record the water temperature of each sample. She will then use a z statistic z 5 x 2 150 s
!n to decide between the hypotheses H0: m 150 and Ha: m 150, where m is the mean temperature of discharged water. Assume that s is known to be 10.
a. Explain why use of the z statistic is appropriate in this setting
b. Describe Type I and Type II errors in this context.
c. The rejection of H0 when z 1.8 corresponds to what value of a? (That is, what is the area under the z curve to the right of 1.8?)
d. Suppose that the actual value for m is 153 and that H0 is to be rejected if z 1.8. Draw a sketch (similar to that of Figure 10.5) of the sampling distribution of x, and shade the region that would represent b, the probability of making a Type II error.
e. For the hypotheses and test procedure described, compute the value of b when m 153.
f. For the hypotheses and test procedure described, what is the value of b if m 160?
g. What would be the conclusion of the test if H0 is rejected when z
Step by Step Answer:
Statistics The Exploration And Analysis Of Data
ISBN: 9781133171744
007th Edition
Authors: Roxy Peck, Ay L Devore