Do heavier cars really use more gasoline? Suppose a car ischosen at random. Let x be the weight of the car (inhundreds of pounds), and let y be the miles per gallon(mpg).
x | 25 | 46 | 33 | 47 | 23 | 40 | 34 | 52 |
y | 33 | 22 | 23 | 13 | 29 | 17 | 21 | 14 |
Complete parts (a) through (e), given Σx = 300,Σy = 172, Σx2 = 12,028,Σy2 = 4038, Σxy = 5996, and
r ≈ −0.883.
(a) Draw a scatter diagram displaying the data.
Selection Tool
Line
Ray
Segment
Circle
Vertical Parabola
Horizontal Parabola
Point
No Solution
Help
5
10
15
20
25
30
35
40
45
50
55
60
5
10
15
20
25
30
35
Clear Graph
Delete Layer
Fill
WebAssign Graphing Tool
Graph LayersToggle Open/Closed
- After you add an object to the graph you can use Graph Layersto view and edit its properties.
(b) Verify the given sums Σx, Σy,Σx2, Σy2, Σxy, andthe value of the sample correlation coefficient r. (Roundyour value for r to three decimal places.)
Σx = | 2 |
Σy = | 3 |
Σx2 = | 4 |
Σy2 = | 5 |
Σxy = | 6 |
r = | 7 |
(c) Find x, and y. Then find the equation of theleast-squares line  = a + bx. (Roundyour answers for x and y to two decimal places.Round your answers for a and b to three decimalplaces.)
(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 determinationr2. What percentage of the variation iny can be explained by the corresponding variationin x and the least-squares line? What percentage isunexplained? (Round your answer for r2to three decimal places. Round your answers for the percentages toone decimal place.)
r2 = | 13 |
explained    | 14 % |
unexplained    | 15 % |
(f) Suppose a car weighs x = 41 (hundred pounds). Whatdoes the least-squares line forecast for y = miles pergallon? (Round your answer to two decimal places.)
16 mpg