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Multiple Regression for Price Multiple R R-Square Adjusted R-square Std. Err. of Estimate Rows Ignored Outliers Summary 0.9113 0.8304 0.8205 53965.50872 0 0 Degrees of

Multiple Regression for Price Multiple R R-Square Adjusted R-square Std. Err. of Estimate Rows Ignored Outliers
Summary
0.9113 0.8304 0.8205 53965.50872 0 0
Degrees of Freedom Sum of Squares Mean of Squares F p-Value
ANOVA Table
Explained 7 1.71095E+12 2.44422E+11 83.92813198 < 0.0001
Unexplained 120 3.49473E+11 2912276131
Coefficient Standard Error t-Value p-Value Confidence Interval 95%
Regression Table Lower Upper
Constant -1604.041946 47963.30572 -0.033443107 0.9734 -96568.04927 93359.96538
SqFt 271.5919875 30.6792227 8.852635875 < 0.0001 210.8492617 332.3347133
Bedrooms 23589.40397 8471.084619 2.784697006 0.0062 6817.245973 40361.56198
Bathrooms 39205.00555 11474.26469 3.416777164 0.0009 16486.76002 61923.25108
Offers -42948.45394 5861.934546 -7.326668971 < 0.0001 -54554.67638 -31342.23151
new brick 77565.43703 10521.65639 7.371979673 < 0.0001 56733.28963 98397.58442
Neighborhood (W) -8105.238284 13122.45838 -0.617661573 0.5380 -34086.79261 17876.31605
Neighborhood (E) 75035.79121 16823.59788 4.460151256 < 0.0001 41726.23824 108345.3442

2. According to Model 1 estimated above, by how much does the average price in the East differs from the average price of a similar house in the North?

3. According to Model 1, by how much does the average price in the West differs from the average price of a similar house in the East?

4. Define the "brick premium" as the average amount by which the price of a brick house exceeds the price of a similar house made without brick.

According to Model 1, what is the brick premium in Springfield?

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