Left-Tailed Hypothesis Tests and CIs. In Exercise 8.146 on page 345 , we introduced one-sided one-mean t-intervals. The following relationship holds between hypothesis tests and confidence intervals for one-mean t-procedures: For a left-tailed hypothesis test at the significance level α, the null hypothesis H0:μ=μ0 will be rejected in favor of the alternative hypothesis Ho:μ<μ0 if and only if μ0 is greater than or equal to the (1−α)-level upper confidence bounif for μ. In each case, illustrate the preceding relationship by obtaininy the appropriate upper confidence bound and comparing the result to the conclusion of the hypothesis test in the specified exercise.
a. Exercise9.117
b. Exercise9.118

Short Answer

Expert verified

(a) The result of the confidence interval test is the same as the result of the hypotheses test.

(b) The result of the confidence interval test is the same as the result of the hypotheses test.

Step by step solution

01

Part (a) Step 1: Given information

To determine the hypothesis test's conclusion.

02

Explanation

Given that, the expressions are H0:μ=μ0, H0:μ<μ0

Calculation:

Confidence interval:

MINITAB can be used to calculate the 95 percent confidence interval.
MINITAB output is,
95%upper bound is 0.6581
The population mean is 0.9, which is higher than the 95% upper bound. As a result, null hypotheses are rejected at a 5% level.
Hypothesis test:

The P- value for issue 9117Eis 0.000. The P-value is smaller than the significance level.

As a result, the null hypothesis is ruled out. As a result, the findings give enough evidence to suggest that women with peripheral artery disease had an unhealthy ABI on average.

As a result, both conclusions are the same. That is, the conclusion for the confidence interval and the hypotheses test are the same.
03

Part (b) Step 1: Given information

To determine the hypothesis test's conclusion.

04

Explanation

0.255Given that, H0:μ=μ0, H0:μ<μ0

Calculation:

Confidence interval,

MINITAB is used to calculate the 90%confidence interval.

Output for MINITAB is,
2.087 is the90percent upper bound.
The population mean is 2, which is lower than the 90% upper bound. As a result, at the ten percent level, the null hypothesis is not rejected.
Hypothesis test:
The P - value for issue 9118Eis . The significance level is bigger than the P-value.
As a result, the null hypothesis is not ruled out. As a result, the data does not support the conclusion that the average gasoline tank capacity of all dirt bikes is less than 2litres.
As a result, both conclusions are the same. That is, the conclusion for the confidence interval and the hypotheses test are the same.

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Most popular questions from this chapter

Refer to Exercise 9.15. Explain what each of the following would mean.

(a) Type I error

(b) Type II error

(c) Correct decision

Now suppose that the results of carrying out the hypothesis test lead to nonrejection of the null hypothesis. Classify that conclusion by error type or as a correct decision if in fact the mean cadmium level in Boletus Pinicolamushrooms.

(d) equals the safety limit of 0.5ppm.

(e) exceeds the safety limit of0.5ppm.

In each of Exercises 9.41-9.46 ,determine the critical values for a one-mean z-test. For each exercise, draw a graph that illustrates your answer

A right- tailed test withα=0.01

The normal probability curve and stem-to-leaf diagram of the data are shown in figure; σis unknown.

Perform Hypothesis test for mean of the population from which data is obtained and decide whether to use z-test, t-test or neither. Explain your answer.

Refer to Exercise 9.19. Explain what each of the following would mean.

(a) Type I error.

(b) Type II error.

(c) Correct decision.

Now suppose that the results of carrying out the hypothesis test lead to the rejection of the null hypothesis. Classify that conclusion by error type or as a correct decision if in fact the mean length of imprisonment for motor-vehicle-theft offenders in Sydney.

(d) equals the national mean of 16.7 months.

(e) differs from the national mean of 16.7 months.

In each of Exercises 9.41-9.46 ,determine the critical values for a one-mean z-test. For each exercise, draw a graph that illustrates your answer

A left-tailed test withα=0.05

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