Question
Does prison really deter violent crime? Let x represent percent change in the rate of violent crime and y represent percent change in the rate
Does prison really deter violent crime? Let x represent percent change in the rate of violent crime and y represent percent change in the rate of imprisonment in the general U.S. population. For 7 recent years, the following data have been obtained.
x | 5.9 | 5.9 | 3.8 | 5.2 | 6.2 | 6.5 | 11.1 |
y | 1.7 | 3.8 | 7.0 | 4.0 | 3.6 | 0.1 | 4.4 |
Complete parts (a) through (e), given x = 44.6,
y = 17.4,
x2 = 315, y2 = 114.66,
xy = 107.02,
and r 0.082.
(a) Draw a scatter diagram displaying the data.
(b) Verify the given sums x, y, x2, y2, xy, and the value of the sample correlation coefficient r. (Round your value for r to three decimal places.)
(c) Findx, andy. Then find the equation of the least-squares line=a+bx. (Round your answers forxandyto two decimal places. Round your answers foraandbto three decimal places.)
(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.)
f) Considering the values of r and r2, does it make sense to use the least-squares line for prediction? Explain your answer.
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