Left-Tailed Hypothesis Tests and CIs. If the assumptions for a nonpooled t-interval are satisfied, the formula for a (1-α) level upper confidence bound for the difference, μ1-μ2. between two population means is

f1-f2+t0·s12/n1+s22/n2

For a left-tailed hypothesis test at the significance level α, the null hypothesis H0:μ1=μ2 will be rejected in favor of the alternative hypothesis H2:μ1<μ2 if and only if the (1-α)-level upper confidence bound for μ1-μ2 is less than or equal to 0. In each case, illustrate the preceding relationship by obtaining the appropriate upper confidence bound and comparing the result to the conclusion of the hypothesis test in the specified exercise.

a. Exercise 10.83

b. Exercise 10.84

Short Answer

Expert verified

a) 95%upper bound is negative.

b)95%upper bound is negative.

Step by step solution

01

Part(a) Step 1: Given Information

To detect a comparison between the hypothesis test result and the confidence interval.

02

Part (a) Step 2: Explanation

Consider the following data,

Consider the confidence interval's upper bound of95%

x¯1-x¯2+ta2·s12n1+s22n2=(7.36-10.50)+(-2.015)1.22214+4.5926

=-6.97256

As a result, the 95% upper bound is negative. As a result, the mean number of acute postoperative days in the hospital is lower than in the dynamic system.

03

Part(b) Step 1: Given Information

To determine the confidence interval and hypothesis test result comparison.

04

Part(b) Step 2: Explanation 

Consider the following data

Consider the confidence interval's upper bound of 95%

x¯1-x¯2+ta2·s12n1+s22n2=(67.90-66.81)+(-1.83311)

5.49210+9.04231

=-3.267

The intervention program lowers the mean heart rate of urban bus drivers since the 95%upper bound is negative.

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Most popular questions from this chapter

A hypothesis test is to be performed to compare the means of two populations, using a paired sample. The sample of 15 paired differences contains an outlier but otherwise is roughly bell-shaped. Assuming that it is not legitimate to remove the outlier, which test is better to use-the paired t-test or the paired Wilcoxon signed-rank test? Explain your answer,

Cooling Down. Cooling down with a cold drink before exercise in the heat is believed to help an athlete perform. Researcher 1. Dugas explored the difference between cooling down with an ice slurry (slushy) and with cold water in the article "lce Slurry Ingestion Increases Running Time in the Heat" (Clinical Journal of Sports Medicine, Vol. 21, No, 6, pp. 541-542). Ten male participants drank a flavored ice slurry and ran on a treadmill in a controlled hot and humid environment. Days later, the same participants drank cold water and ran on a treadmill in the same bot and humid environment. The following table shows the times, in minutes, it took to fatigue on the treadmill for both the ice slurry and the cold water.

At the 1%significance level, do the data provide sufficient evidence to conclude that, on average, cold water is less effective than ice slurry For optimizing athletic performance in the heat? (Note; The mean and standard deviation of the paired differences are -5.9minutes and 1.60minutes, respectively.)

In this Exercise, we have provided summary statistics for independent simple random samples from two populations. In each case, use the pooled t-test and the pooled t-interval procedure to conduct the required hypothesis test and obtain the specified confidence interval.

x¯1=20,s1=4,n1=10,x¯2=23,s2=5,n2=15

a. Left-tailed test,α=0.05

b. 90%confidence interval

The intent is to employ the sample data to perform a hypothesis test to compare the means of the two populations from which the data were obtained. In each case, decide which of the procedures should be applied.

Independent: n1=25

n2=20

In each of exercise 10.13-10.18, we have presented a confidence interval for the difference,μ1-μ2, between two population means. interpret each confidence interval.

95% CI is from15to20

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