MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
6th Edition
ISBN: 9781119256830
Author: Amos Gilat
Publisher: John Wiley & Sons Inc
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The following is a partial computer output of a multiple regression analysis of a data set containing 20 sets of observations on the dependent variable

The regression equation is
SALEPRIC = 1470 + 0.814 LANDVAL + 0.820 IMPROVAL + 13.5 AREA

Predictor
Coef
SE Coef
T
P
Constant
1470 5746 0.26 0.801
LANDVAL
0.8145 0.5122 1.59 0.131
IMPROVAL
0.8204 0.2112 3.88 0.0001
AREA
13.529 6.586 2.05 0.057

 

S = 79190.48 R-Sq = 89.7% R-Sq(adj) = 87.8%


Analysis of Variance

Source
DF
SS
MS
Regression
3 8779676741 2926558914
Residual Error
16 1003491259 62718204
Total
19 9783168000  



For the problem above, we want to carry out the significance test about the coefficient of LANDVAL, what is the t-value for this test, and is it significant?

46.66, significant
2.05, significant
1.59, not significant
0.26, not significant
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