5 regressor model test the beef price 1
Correlation
CORR CBE PFO DINC
CBE 1.0000 0.1307 0.3202
PFO 0.1307 1.0000 0.8243
DINC 0.3202 0.8243 1.0000
CFO 0.5068 0.1673 0.6578
RDINC 0.4682 0.3779 0.8251
PBE -0.7524 -0.4055 -0.6528
CORR CFO RDINC PBE
CBE 0.5068 0.4682 -0.7524
PFO 0.1673 0.3779 -0.4055
DINC 0.6578 0.8251 -0.6528
CFO 1.0000 0.8843 -0.7734
RDINC 0.8843 1.0000 -0.6406
PBE -0.7734 -0.6406 1.0000
5 regressor model test the beef price 2
Model: MODEL1
Dependent Variable: PBE
Analysis of Variance
Sum of Mean
Source DF Squares Square F Value Prob>F
Model 5 735.80970 147.16194 54.228 0.0001
Error 11 29.85148 2.71377
C Total 16 765.66118
Root MSE 1.64735 R-square 0.9610
Dep Mean 69.05882 Adj R-sq 0.9433
C.V. 2.38543
Parameter Estimates
Parameter Standard T for H0:
Variable DF Estimate Error Parameter=0 Prob > |T|
INTERCEP 1 194.188265 51.63298711 3.761 0.0031
CBE 1 -1.099470 0.14576034 -7.543 0.0001
PFO 1 1.099794 0.41046197 2.679 0.0214
DINC 1 -2.425542 0.69158548 -3.507 0.0049
CFO 1 -1.411975 0.54989913 -2.568 0.0262
RDINC 1 1.607294 0.32452941 4.953 0.0004
Variance
Variable DF Inflation
INTERCEP 1 0.00000000
CBE 1 2.29481440
PFO 1 80.09481880
DINC 1 198.55678237
CFO 1 12.25586081
RDINC 1 47.82935933
Collinearity Diagnostics
Condition Var Prop Var Prop Var Prop Var Prop
Number Eigenvalue Index INTERCEP CBE PFO DINC
1 5.95625 1.00000 0.0000 0.0001 0.0000 0.0000
2 0.02879 14.38384 0.0003 0.0123 0.0027 0.0020
3 0.01141 22.84861 0.0004 0.0000 0.0112 0.0013
4 0.00331 42.40782 0.0030 0.5544 0.0004 0.0000
5 0.0002143 166.69791 0.0057 0.0387 0.1668 0.2094
6 0.0000249 489.28755 0.9905 0.3945 0.8189 0.7874
Var Prop Var Prop
Number CFO RDINC
1 0.0000 0.0000
2 0.0003 0.0000
3 0.0000 0.0118
5 regressor model test the beef price 3
Var Prop Var Prop
Number CFO RDINC
4 0.0022 0.0021
5 0.0708 0.5134
6 0.9267 0.4727
Another candidate model 4
Correlation
CORR CBE CFO RFP YEAR PBE
CBE 1.0000 0.5068 0.2914 0.2030 -0.7524
CFO 0.5068 1.0000 0.1688 0.4012 -0.7734
RFP 0.2914 0.1688 1.0000 -0.5217 -0.3402
YEAR 0.2030 0.4012 -0.5217 1.0000 0.0413
PBE -0.7524 -0.7734 -0.3402 0.0413 1.0000
Another candidate model 5
Model: MODEL1
Dependent Variable: PBE
Analysis of Variance
Sum of Mean
Source DF Squares Square F Value Prob>F
Model 4 733.29702 183.32425 67.973 0.0001
Error 12 32.36416 2.69701
C Total 16 765.66118
Root MSE 1.64226 R-square 0.9577
Dep Mean 69.05882 Adj R-sq 0.9436
C.V. 2.37806
Parameter Estimates
Parameter Standard T for H0:
Variable DF Estimate Error Parameter=0 Prob > |T|
INTERCEP 1 -1345.698668 228.77537818 -5.882 0.0001
CBE 1 -0.906166 0.11742595 -7.717 0.0001
CFO 1 -2.059901 0.20598344 -10.000 0.0001
RFP 1 0.037872 0.01159849 3.265 0.0068
YEAR 1 0.837441 0.11998026 6.980 0.0001
Variance
Variable DF Inflation
INTERCEP 1 0.00000000
CBE 1 1.49860460
CFO 1 1.73034379
RFP 1 1.99798757
YEAR 1 2.17769327
Collinearity Diagnostics(intercept adjusted)
Condition Var Prop Var Prop Var Prop Var Prop
Number Eigenvalue Index CBE CFO RFP YEAR
1 1.75472 1.00000 0.1302 0.1415 0.0005 0.0592
2 1.52450 1.07285 0.0385 0.0036 0.1903 0.0973
3 0.47541 1.92119 0.7661 0.4973 0.0474 0.0001
4 0.24538 2.67415 0.0653 0.3576 0.7618 0.8434
4 regressor model 6
Correlation
CORR CBE PFO CFO RDINC PBE
CBE 1.0000 0.1307 0.5068 0.4682 -0.7524
PFO 0.1307 1.0000 0.1673 0.3779 -0.4055
CFO 0.5068 0.1673 1.0000 0.8843 -0.7734
RDINC 0.4682 0.3779 0.8843 1.0000 -0.6406
PBE -0.7524 -0.4055 -0.7734 -0.6406 1.0000
4 regressor model 7
Model: MODEL1
Dependent Variable: PBE
Analysis of Variance
Sum of Mean
Source DF Squares Square F Value Prob>F
Model 4 702.42873 175.60718 33.326 0.0001
Error 12 63.23245 5.26937
C Total 16 765.66118
Root MSE 2.29551 R-square 0.9174
Dep Mean 69.05882 Adj R-sq 0.8899
C.V. 3.32399
Parameter Estimates
Parameter Standard T for H0:
Variable DF Estimate Error Parameter=0 Prob > |T|
INTERCEP 1 347.578519 38.24175591 9.089 0.0001
CBE 1 -0.771538 0.15581447 -4.952 0.0003
PFO 1 -0.327396 0.07487792 -4.372 0.0009
CFO 1 -2.826008 0.52107886 -5.423 0.0002
RDINC 1 0.544388 0.16174056 3.366 0.0056
Variance
Variable DF Inflation
INTERCEP 1 0.00000000
CBE 1 1.35051310
PFO 1 1.37271540
CFO 1 5.66759803
RDINC 1 6.11841211
Collinearity Diagnostics
Condition Var Prop Var Prop Var Prop Var Prop
Number Eigenvalue Index INTERCEP CBE PFO CFO
1 4.96952 1.00000 0.0000 0.0002 0.0007 0.0000
2 0.01861 16.34009 0.0007 0.0222 0.7648 0.0005
3 0.00847 24.21594 0.0048 0.0062 0.0443 0.0005
4 0.00331 38.73941 0.0104 0.9460 0.0222 0.0047
5 0.0000821 246.08001 0.9840 0.0255 0.1679 0.9944
Var Prop
Number RDINC
1 0.0001
2 0.0006
3 0.2177
4 0.0187
5 0.7629
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