How much should a healthy Shetland pony weigh? Let x be the age of the pony (in months), and let y be the average weight of the pony (in kilograms).
x | 3 | 6 | 12 | 19 | 24 |
y | 60 | 95 | 140 | 168 | 173 |
(b) Would you say the correlation is low, moderate, or strong?
low
moderate
strong
(c) Would you say the correlation is positive or negative?
positive
negative
(c) Use a calculator to verify that
x = 64,
x2 = 1126,
y = 636,
y2 = 90,378,
and
xy = 9,774.
Compute r. (Round your answer to three decimal
places.)
As x increases from 3 to 24 months, does the value of
r imply that y should tend to increase or
decrease? Explain your answer.
Given our value of r, y should tend to decrease as x increases.
Given our value of r, y should tend to remain constant as x increases.
Given our value of r, we can not draw any conclusions for the behavior of y as x increases.
Given our value of r, y should tend to increase as x increases.
Solution :
X | Y | XY | X^2 | Y^2 |
3 | 60 | 180 | 9 | 3600 |
6 | 95 | 570 | 36 | 9025 |
12 | 140 | 1680 | 144 | 19600 |
19 | 168 | 3192 | 361 | 28224 |
24 | 173 | 4152 | 576 | 29929 |
n | 5 |
sum(XY) | 9774.00 |
sum(X) | 64.00 |
sum(Y) | 636.00 |
sum(X^2) | 1126.00 |
sum(Y^2) | 90378.00 |
Numerator | 8166.00 |
Denominator | 8526.57 |
r | 0.9577 |
r square | 0.9172 |
Xbar(mean) | 12.8000 |
Ybar(mean) | 127.2000 |
SD(X) | 7.8333 |
SD(Y) | 43.5403 |
b | 5.3233 |
a | 59.0613 |
Strong
positive
r = 0.9577
Given our value of r, y should tend to increase as x increases.
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