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What aspects of rowing technique distinguish between novice and skilled competitive rowers? Researchers compared two randomly selected groups of female competitive rowers: a group of skilled rowers and a group of novices. The researchers measured many mechanical aspects of rowing style as the subjects rowed on a Stanford Rowing Ergometer. One important variable is the angular velocity of the knee, which describes the rate at which the knee joint opens as the legs push the body back on the sliding seat. The data show no outliers or strong skewness. Here is the SAS computer output:

(a) The researchers believed that the knee velocity would be higher for skilled rowers. Use the computer output to carry out an appropriate test of this belief. (Note that SAS provides two-sided P-values.) What do you conclude?

(b) Use technology to construct and interpret a90% confidence interval for the mean difference between the knee velocities of skilled and novice female rowers.

(c) If you had used Table B to construct the confidence interval described in part (b), how would the two results compare? Justify your answer without doing any calculations

Short Answer

Expert verified

(a) Yes, the knee velocity is higher for skilled rowers according to the test

(b) It is 90%confident that the mean velocity difference is between (0.4683,1.8757)

(c) Since Technology has a smaller t*value, the confidence interval by using Technology is narrower than the confidence interval by using the table B.

Step by step solution

01

Part (a) Step 1: Given information

The data is given as

02

Part (a) Step 2: Explanation

The given data is written as

x1=4.182

x2=3.010

s1=0.479

s2=0.959

n1=10

n2=8

Find the hypothesis

H0:1=2

Ha:1>2

Determine the test statistic

localid="1650519272086" t=x1-x2s12n1+s22n2=4.182-3.0100.479210+0.959283.156

Determine the degrees of freedom

localid="1650519294480" df=minn1-1,n2-1=min(10-1,8-1)=7

The P-value is the chance of getting the test statistic's result or a number that is more severe. The P-value is the number (or interval) in Table B's column title that corresponds to the t-value in the row df=20

0.005<P<0.01

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

P<0.05RejectH0

There is ample data to support the claim that expert rowers' knee velocity would be higher, so it is true.

03

Part (b) Step 2: Given information

The given data is

04

Part (b) Step 2: Explanation

From the given data in part (a)

Determine the degrees of freedom

df=minn1-1,n2-1=min(10-1,8-1)=7

Find t*with df=7and c=90%using table B

t*=1.895

The confidence interval with endpoints for 1-2are

localid="1650519363931" x1-x2-t/2s12n1+s22n2=(4.182-3.010)-1.8950.479210+0.959280.4683

localid="1650519384761" x1-x2+t/2s12n1+s22n2=(4.182-3.010)+1.8950.479210+0.959281.8757

It is 90%confident that the mean difference is between(0.4683,1.8757).

05

Part (c) Step 1: Given information

The given data is

06

Part (c) Step 2: Explanation

Technology has more degrees of freedom than table B, resulting in a smaller t-value t*for Technology.

Since Technology has a smaller t* value, the confidence interval by using Technology is narrower than the confidence interval by using the table B.

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