Answer :
To predict the non-violent crime rate in City Z when the unemployment rate is 27, we can use the regression equation:
Non-violent Crime Rate = Intercept + Slope * Unemployment Rate
Given that the slope is 27.15 and the intercept is -12428, we can substitute these values into the equation:
Predicted Non-violent Crime Rate = -12428 + 27.15 * 27
Calculating the result:
Predicted Non-violent Crime Rate = -12428 + 733.05
Predicted Non-violent Crime Rate ≈ -11694.95
Since negative crime rates don't make sense, we can assume that the predicted non-violent crime rate in City Z when the unemployment rate is 27 is 0 (or a very low value close to 0).
Please note that this prediction is based on the given regression model and assumes a linear relationship between the unemployment rate and the non-violent crime rate.
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