## Description

**QUESTION:**

A MINITAB printout is provided from fitting the multiple regression model to U.S. crime data for the 50 states (excluding Washington, D.C.), on y = violent crime rate, x_{1} = poverty rate, and

x_{2} = percent living in urban areas.

a. Predict the violent crime rate for Massachusetts, which has a violent crime rate = 476, poverty rate = 10.2% and urbanization = 92.1% Find the residual, and interpret.

b) Interpret the effects of the predictors by showing the prediction equation relating y and x_{1} for states with

(i) x_{2} = 0 and

(ii) x_{2} = 100. Interpret.

Regression of violent crime rate on poverty rate and urbanization

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