Question

In: Statistics and Probability

A) In this problem, assume that the distribution of differences is approximately normal. Note: For degrees...

A) In this problem, assume that the distribution of differences is approximately normal. Note: For degrees of freedom d.f. not in the Student's t table, use the closest d.f. that is smaller. In some situations, this choice of d.f. may increase the P-value by a small amount and therefore produce a slightly more "conservative" answer.

At five weather stations on Trail Ridge Road in Rocky Mountain National Park, the peak wind gusts (in miles per hour) for January and April are recorded below.

Weather Station 1 2 3 4 5
January 137 120 128 64 78
April 108 113 102 88 61

What is the value of the sample test statistic? (Round your answer to three decimal places.)

B)

In this problem, assume that the distribution of differences is approximately normal. Note: For degrees of freedom d.f. not in the Student's t table, use the closest d.f. that is smaller. In some situations, this choice of d.f. may increase the P-value by a small amount and therefore produce a slightly more "conservative" answer.

Do professional golfers play better in their last round? Let row B represent the score in the fourth (and final) round, and let row A represent the score in the first round of a professional golf tournament. A random sample of finalists in the British Open gave the following data for their first and last rounds in the tournament.

B: Last 70 66 71 71 71 72 68 68 74
A: First 68 69 61 71 65 71 71 71 71

What is the value of the sample test statistic? (Round your answer to three decimal places.)

Solutions

Expert Solution

A)

S. No January April diff:(d)=x1-x2 d2
1 137 108 29 841.00
2 120 113 7 49.00
3 128 102 26 676.00
4 64 88 -24 576.00
5 78 61 17 289.00
total = Σd=55 Σd2=2431
mean dbar= d̅     = 11.000
degree of freedom =n-1                            = 4
Std deviaiton SD=√(Σd2-(Σd)2/n)/(n-1) = 21.365861
std error=Se=SD/√n= 9.5551
test statistic            =     (-μd)/Se         = 1.151

B)

S. No B A diff:(d)=x1-x2 d2
1 70 69 1 1.00
2 66 69 -3 9.00
3 71 61 10 100.00
4 71 71 0 0.00
5 71 65 6 36.00
6 72 71 1 1.00
7 68 71 -3 9.00
8 68 71 -3 9.00
9 74 71 3 9.00
total = Σd=12 Σd2=174
mean dbar= d̅     = 1.333
degree of freedom =n-1                            = 8
Std deviaiton SD=√(Σd2-(Σd)2/n)/(n-1) = 4.444097
std error=Se=SD/√n= 1.4814
test statistic            =     (-μd)/Se         = 0.900

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