Let x be the age of a licensed driver in years. Let y be the percentage of all fatal accidents (for a given age) due to failure to yield the right of way. For example, the first data pair states that 5% of all fatal accidents of 37-year-olds are due to failure to yield the right of way.
x | 37 | 47 | 57 | 67 | 77 | 87 |
y | 5 | 8 | 10 | 15 | 31 | 44 |
Complete parts (a) through (e), given Σx = 372, Σy = 113, Σx2 = 24814, Σy2 = 3311, Σxy = 8351, and r ≈ 0.935.
(c) Find x, and y. Then find the equation of the least-squares line = a + bx. (Round your answers for x and y to two decimal places. Round your answers for a and b to three decimal places.)
x | = | |
y | = | |
= | + x |
(d) Graph the least-squares line. Be sure to plot the point
(x, y) as a point on the line.
|
(e) Find the value of the coefficient of determination
r2. What percentage of the variation in
y can be explained by the corresponding variation
in x and the least-squares line? What percentage is
unexplained? (Round your answer for r2
to three decimal places. Round your answers for the percentages to
one decimal place.)
r2 = | |
explained | % |
unexplained | % |
(f) Predict the percentage of all fatal accidents due to failing to
yield the right of way for 70-year-olds. (Round your answer to two
decimal places.)
%
c)
X̅=ΣX/n = | 62.00 |
Y̅=ΣY/n = | 18.83 |
ŷ = | -28.818+0.769x |
d)
e)
coefficient of determination r2 = | 0.874 | |||
explained = | 87.4% | |||
unexplained= | 12.6% |
f)
predicted value =-28.818+0.769*70= | 25.01 |
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