In: Statistics and Probability
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.)
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 = | (d̅-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 = | (d̅-μd)/Se = | 0.900 |