Question
A regression model to predict Y , the state-by-state 2005 burglary crime rate per 100,000 people, used the following four state predictors: X 1 =
A regression model to predictY, the state-by-state 2005 burglary crime rate per 100,000 people, used the following four state predictors:X1= median age in 2005,X2= number of 2005 bankruptcies per 1,000 people,X3= 2004 federal expenditures per capita, andX4= 2005 high school graduation percentage.
PredictorCoefficientIntercept4,579.5465AgeMed-27.292Bankrupt19.5612FedSpend-0.0264HSGrad%-27.5839
(a)Write the fitted regression equation.(Round your answers to 4 decimal places. Negative values should be indicated by a minus sign.)
y
y^=+AgeMed+Bankrupt+FedSpend+HSGrad%
(b-1)The 2005 state-by-state crime rate per 100,000
- decreases by about 27 as the state median age increases.
- increases by about 27 as the state median age increases.
(b-2)The 2005 state-by-state crime rate per 100,000
increases by about 20 for every 1,000 new bankruptcies filed.
(b-3)The 2005 state-by-state crime rate per 100,000
decreases by 0.0264 for each dollar increase in federal funding per person.
(b-4)The 2005 state-by-state crime rate per 100,000
decreases by about 28 for each 1% increase in high school graduations.
(c)Would the intercept seem to have meaning in this regression?
No
(d)Make a prediction forBurglarywhenX1= 35 years,X2= 5.7bankruptciesper 1,000,X3= $5,864, andX4= 84 percent.(Round your answers to 4 decimal places.)
Burglary Rate$
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