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Do taller students require fewer steps to walk a fixed distance? The scatterplot shows the relationship between x=height (in inches) and y=number of steps required to walk the length of a school hallway for a random sample of 36 students at a high school.

A least-squares regression analysis was performed on the data. Here is some computer output from the analysis

Long legs Do these data provide convincing evidence at the =0.05level that taller students at this school require fewer steps to walk a fixed distance? Assume that the conditions for inference are met.

Short Answer

Expert verified

We get to the conclusion that taller kids at this school take fewer steps to travel a certain distance.

Step by step solution

01

Given information

The given data is

=0.05

02

Explanation

A study was done to see if taller students needed fewer steps to go a certain distance. The scatterplot in the question depicts the link between height and the number of steps needed to walk down the school corridor. And it's been assumed that the inference requirements are met. As a result, it is assumed that

n=36

=0.05

In the row " Height" and the column "Coef" of the given computer output, the slope b1is presented as:

b1=-0.9211

In the row "Height" and the column "SE Coef" of the given computer output, the standard error of the slopeSEb1is presented as:

SEb1=0.1938

It is necessary to assert that the slope is negative.

As an example, let's define the null and alternative hypotheses as follows:

H0:=0H1:<0

The value of test statistics is now as follows:

t=b1-1SEb1

Substituting the values

t=-0.9211-00.1938

=-4.7528

Now we must calculate the P-value, for which we must first determine the degrees of freedom:

df=n-2

=36-2=34

The P-value is as follows:

P<0.0005

The null hypothesis is rejected if the P-value is less than or equal to the significance level.

P<0.05RejectH0

As a result, we get to the conclusion that taller kids at this school take fewer steps to travel a certain distance.

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Most popular questions from this chapter

Multiple Choice Select the best answer for Exercises 23-28. Exercises 23-28 refer to the following setting. To see if students with longer feet tend to be taller, a random sample of 25students was selected from a large high school. For each student,x=footlengthandy=heightwere recorded. We checked that the conditions for inference about the slope of the population regression line are met. Here is a portion of the computer output from a least-squares regression analysis using these data:

The slope 1of the population regression line describes

a. the exact increase in height (cm) for students at this high school when foot length increases by1.

b. the average increase in foot length(cm) for students at this high school when height increases by 1.

c. the average increase in height (cm) for students at this high school when foot length increases by1.

d. the average increase in foot length (cm) for students in the sample when height increases by1

e. the average increase in height(cm) for students in the sample when foot length increases by1

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C.111g

d.125g

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a.

b.

c.

d.

e.

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