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

x¯1-x~2+ta·Sp1/n1+1/n2

For a left-tailed hypothesis test at the significance level α, the null hypothesis H0:μ1=μ2will be rejected in favor of the alternative hypothesis Ha:μ1<μ2if and only if the (1-α)-level upper confidence bound for μ1-μ2is 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 10.45

b. Exercise 10.46

Short Answer

Expert verified

a). The null hypothesis is rejected at the 95%upper confidence bound -4.960. This is in line with the left-tailed hypothesis test's stated purpose.

b). The null hypothesis is not rejected since the upper confidence bound of 95%, 8.84 is not less than or equal to zero. This is in line with the left-tailed hypothesis test's stated purpose.

Step by step solution

01

Part (a) Step 1: Given Information

Population 1: Fraud offences, x¯1=10.12,s1=4.90, and n1=10.

Population 2 : Firearms offences, x¯2=18.78,s1=4.64, and n2=10.

Significance level is 5%.

02

Part (a) Step 2: Explanation

A statement is expressed as - for a left-tailed hypothesis test.

The null hypothesis H0:μ1=μ2will be rejected in favour of the alternate hypothesis Ha:μ1<μ2at the significance level αif and only if the (1-α)-level upper confidence bound for μ1-μ2is less than or equal to 0.

The test statistic falls in the rejection zone of the left-tailed hypotheses test starting with exercise 10.45and a significance level of 5%. As a result, null hypotheses are ruled out.

The 95%confidence interval for exercise 10.51is -12.36to -4.96.

03

Part (b) Step 1: Given Information

Population 1: Male, x¯1=37.6,s1=38.5and n1=30.

Population 2 : Female, x¯2=55.8,s2=48.3, and n2=30.

Significance level is 5%.

04

Part (b) Step 2: Explanation

A statement is supplied as for a left-tailed hypothesis test. A statement is given as - for a left-tailed-hypothesis test.

If and only if the (1-α)-level upper confidence bound for μ1-μ2is less than or equal to 0, the null hypothesis H0:μ1=μ2will be rejected in favour of the alternate hypothesis Ha:μ1<μ2at the significance level α.

The test statistic for exercise 10.46does not fall inside the rejection region of the left-tailed hypotheses test at a significance level of 5%. Null hypotheses are therefore not rejected.

The 95percent confidence interval from exercise 10.52to 8.84is -45.24to -45.24.

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Most popular questions from this chapter

Find a 90% confidence interval for the difference between the mean heart rates of urban bus drivers in Stockholm in the two environments

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

In the paper "The Relation of Sex and Sense of Direction to Spatial Orientation in an Unfamiliar Environment" (Journal of Environmental Psychology, Vol. 20, pp. 17-28), J. Sholl et al. published the results of examining the sense of direction of 30 male and 30 female students. After being taken to an unfamiliar wooded park, the students were given some spatial orientation tests, including pointing to the south, which tested their absolute frame of reference. The students pointed by moving a pointer attached to a 360°protractor. Following are the absolute pointing errors, in degrees, of the participants.

At the 1% significance level, do the data provide sufficient evidence to conclude that, on average, males have a better sense of direction and, in particular, a better frame of reference than females? (Note: x¯1=37.6,s1=38.5,x¯2=55.8,ands2=48.3.)

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

99%CI from-10to5

Suppose that you want to perform a hypothesis test to compare the means of two populations, using independent simple random samples. Assume that the two distributions (one for each population) of the variable under consideration are normally distributed and have equal standard deviations. Answer the following questions and explain your answers.

a. Is it permissible to use the pooled t-test to perform the hypothesis test?

b. Is it permissible to use the Mann-Whitney test to perform the hypothesis test?

c. Which procedure is preferable, the pooled t-test or the Mann-Whitney test?

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