Suppose we have the following variables: Y: dependent quantitative variable X: independent variable; quantitative variable. Location: independent variable; categorical variable. Values are either North, South, East, West Suppose we create the multiple linear regression model whose independent variables are X and the dummy variables associated with the variable Location. We receive the following coefficients table in the model output: Variable Estimate of coefficient p-value (intercept) 425 Less than 0.0001 X 2 Less than 0.0001 Location North 57 Less than 0.0001 Location East 29 Less than 0.0001 Location West 180 Less than 0.0001 Calculate the predicted value of Y in the West when X = 19