Prediction of US Interest rate_2

project3_linear.r

####Remove the large outlier and leverage points:373,445,622,667,706,709
Residuals:
    Min      1Q  Median      3Q     Max 
-4.2856 -0.8929  0.0166  0.8256  4.5421 

Coefficients:
                                   Estimate Std. Error t value Pr(>|t|)    
(Intercept)                       17.078169   2.274732   7.508 5.09e-12 ***
unem.rate                         -1.165918   0.127226  -9.164 3.70e-16 ***
BankLoan                           1.354565   0.150751   8.985 1.06e-15 ***
RealExport                         0.328882   0.068769   4.782 4.12e-06 ***
Personal.Consumption.Expenditures  0.722286   0.301114   2.399  0.01769 *  
RGDP                              -0.179961   0.055297  -3.254  0.00141 ** 
Total.Vehicle.Sales               -1.267642   0.093926 -13.496  < 2e-16 ***
U.S.Dollar.Index                   0.143974   0.008864  16.243  < 2e-16 ***
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Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1

Residual standard error: 1.506 on 149 degrees of freedom
Multiple R-squared:  0.7938,	Adjusted R-squared:  0.7841 
F-statistic: 81.95 on 7 and 149 DF,  p-value: < 2.2e-16