FULL MODEL TEST WITH SOME SELECTION CRITERIA for beef price 1
N = 17 Regression Models for Dependent Variable: PBE
Rsq Adj C(p) AIC MSE SBC Variables in Model
In Rsq
1 0.59808 0.57128 92.077 53.232 20.516 54.899 CFO
1 0.56616 0.53724 100.4 54.532 22.145 56.198 CBE
1 0.42609 0.38783 137.0 59.288 29.294 60.954 DINC
1 0.41040 0.37109 141.1 59.747 30.096 61.413 RDINC
1 0.16445 0.10874 205.4 65.674 42.650 67.340 PFO
1 0.11574 0.05679 218.2 66.637 45.136 68.303 RFP
1 0.00171 -.06484 248.0 68.699 50.957 70.365 YEAR
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2 0.77295 0.74051 48.360 45.524 12.418 48.024 CBE CFO
2 0.75512 0.72013 53.021 46.809 13.393 49.309 CBE DINC
2 0.74546 0.70909 55.547 47.467 13.921 49.967 CFO YEAR
2 0.67654 0.63033 73.564 51.540 17.690 54.040 PFO CFO
2 0.67265 0.62589 74.580 51.743 17.903 54.243 CBE RDINC
2 0.66215 0.61388 77.327 52.280 18.477 54.780 CBE PFO
2 0.64332 0.59236 82.250 53.203 19.507 55.702 CFO RFP
2 0.63464 0.58245 84.518 53.611 19.981 56.111 DINC CFO
2 0.60667 0.55048 91.832 54.865 21.511 57.365 CFO RDINC
2 0.60544 0.54908 92.152 54.918 21.578 57.418 CBE YEAR
2 0.58214 0.52244 98.244 55.894 22.853 58.393 CBE RFP
2 0.50500 0.43429 118.4 58.774 27.071 61.273 DINC RFP
2 0.48093 0.40678 124.7 59.581 28.388 62.080 PFO DINC
2 0.47407 0.39894 126.5 59.804 28.763 62.304 RDINC YEAR
2 0.45871 0.38138 130.5 60.293 29.603 62.793 DINC RDINC
2 0.44637 0.36728 133.7 60.677 30.278 63.176 DINC YEAR
2 0.44155 0.36177 135.0 60.824 30.542 63.323 PFO RDINC
2 0.41219 0.32822 142.7 61.695 32.147 64.195 RDINC RFP
2 0.30785 0.20898 170.0 64.473 37.853 66.972 PFO YEAR
2 0.16982 0.05122 206.0 67.564 45.403 70.064 PFO RFP
2 0.14121 0.01853 213.5 68.140 46.967 70.640 RFP YEAR
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3 0.92017 0.90175 11.869 29.753 4.701 33.086 CBE CFO YEAR
3 0.85775 0.82493 28.189 39.575 8.378 42.908 CBE DINC RFP
3 0.83945 0.80240 32.974 41.632 9.456 44.965 CBE PFO CFO
3 0.83212 0.79338 34.889 42.391 9.887 45.724 CBE PFO RFP
3 0.81284 0.76965 39.930 44.239 11.023 47.572 CBE DINC CFO
3 0.78612 0.73677 46.915 46.508 12.597 49.841 CBE CFO RFP
3 0.78584 0.73642 46.988 46.530 12.613 49.863 CBE CFO RDINC
3 0.77490 0.72295 49.849 47.377 13.258 50.710 DINC CFO YEAR
3 0.76407 0.70962 52.681 48.176 13.896 51.509 CBE PFO DINC
3 0.76333 0.70871 52.875 48.230 13.939 51.563 CFO RDINC YEAR
3 0.76304 0.70835 52.951 48.250 13.956 51.583 PFO CFO YEAR
3 0.75934 0.70381 53.917 48.514 14.174 51.846 CFO RDINC RFP
3 0.75854 0.70282 54.126 48.570 14.221 51.903 PFO DINC CFO
3 0.75694 0.70085 54.545 48.683 14.316 52.015 CBE DINC YEAR
3 0.75680 0.70068 54.581 48.692 14.324 52.025 CBE DINC RDINC
3 0.75577 0.69941 54.850 48.764 14.384 52.097 CBE RDINC YEAR
3 0.74867 0.69068 56.706 49.251 14.802 52.584 PFO CFO RDINC
3 0.74797 0.68980 56.891 49.299 14.844 52.632 CFO RFP YEAR
3 0.73181 0.66992 61.114 50.355 15.795 53.688 DINC CFO RDINC
3 0.71499 0.64922 65.512 51.389 16.786 54.722 CBE PFO RDINC
3 0.68697 0.61473 72.839 52.983 18.437 56.316 PFO CFO RFP
3 0.67267 0.59713 76.576 53.743 19.279 57.075 CBE RDINC RFP
FULL MODEL TEST WITH SOME SELECTION CRITERIA for beef price 2
Rsq Adj C(p) AIC MSE SBC Variables in Model
In Rsq
3 0.66738 0.59063 77.958 54.015 19.590 57.348 CBE PFO YEAR
3 0.64335 0.56105 84.241 55.201 21.006 58.534 DINC CFO RFP
3 0.60546 0.51441 94.147 56.917 23.237 60.250 CBE RFP YEAR
3 0.54743 0.44299 109.3 59.250 26.655 62.583 PFO RDINC YEAR
3 0.54356 0.43822 110.3 59.395 26.883 62.728 RDINC RFP YEAR
3 0.52883 0.42009 114.2 59.935 27.751 63.268 PFO DINC YEAR
3 0.51288 0.40047 118.4 60.501 28.690 63.834 PFO RDINC RFP
3 0.50700 0.39323 119.9 60.705 29.036 64.038 DINC RDINC RFP
3 0.50611 0.39213 120.1 60.735 29.089 64.068 PFO DINC RFP
3 0.50501 0.39078 120.4 60.773 29.153 64.106 DINC RFP YEAR
3 0.50106 0.38593 121.4 60.908 29.386 64.241 DINC RDINC YEAR
3 0.49638 0.38016 122.7 61.067 29.662 64.400 PFO DINC RDINC
3 0.41634 0.28165 143.6 63.574 34.376 66.907 PFO RFP YEAR
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4 0.95773 0.94364 4.051 20.945 2.697 25.111 CBE CFO RFP YEAR
4 0.95354 0.93806 5.145 22.551 2.964 26.717 CBE PFO CFO YEAR
4 0.94745 0.92994 6.738 24.645 3.353 28.811 CBE PFO CFO RFP
4 0.94512 0.92682 7.348 25.384 3.502 29.551 CBE DINC CFO YEAR
4 0.94411 0.92548 7.611 25.693 3.566 29.859 CBE CFO RDINC YEAR
4 0.93764 0.91686 9.302 27.555 3.979 31.721 CBE PFO DINC RDINC
4 0.93557 0.91409 9.845 28.112 4.111 32.278 CBE DINC CFO RDINC
4 0.93392 0.91189 10.277 28.542 4.216 32.708 CBE DINC RDINC RFP
4 0.93261 0.91015 10.618 28.874 4.300 33.040 CBE DINC RFP YEAR
4 0.93023 0.90697 11.241 29.465 4.452 33.631 CBE PFO DINC RFP
4 0.92743 0.90324 11.973 30.134 4.630 34.300 CBE PFO RDINC RFP
4 0.91846 0.89129 14.317 32.114 5.202 36.280 CBE RDINC RFP YEAR
4 0.91741 0.88989 14.591 32.331 5.269 36.497 CBE PFO CFO RDINC
4 0.90912 0.87883 16.759 33.958 5.799 38.124 CBE PFO RFP YEAR
4 0.89757 0.86342 19.780 35.993 6.536 40.159 CBE PFO DINC YEAR
4 0.87407 0.83210 25.922 39.503 8.035 43.669 CBE PFO DINC CFO
4 0.86385 0.81847 28.595 40.830 8.687 44.996 CBE CFO RDINC RFP
4 0.86222 0.81630 29.020 41.032 8.791 45.198 CBE DINC CFO RFP
4 0.84150 0.78867 34.438 43.414 10.113 47.580 CBE PFO RDINC YEAR
4 0.82133 0.76177 39.712 45.451 11.400 49.617 PFO CFO RFP YEAR
4 0.80657 0.74209 43.570 46.800 12.342 50.966 DINC CFO RFP YEAR
4 0.80179 0.73572 44.819 47.214 12.647 51.380 DINC CFO RDINC YEAR
4 0.78159 0.70878 50.101 48.865 13.936 53.031 PFO DINC CFO YEAR
4 0.77680 0.70239 51.354 49.234 14.242 53.400 CFO RDINC RFP YEAR
4 0.76422 0.68563 54.642 50.165 15.044 54.332 PFO CFO RDINC YEAR
4 0.76241 0.68321 55.116 50.296 15.160 54.462 DINC CFO RDINC RFP
4 0.76215 0.68287 55.182 50.314 15.176 54.480 PFO CFO RDINC RFP
4 0.75935 0.67913 55.915 50.513 15.355 54.679 PFO DINC CFO RDINC
4 0.75877 0.67836 56.066 50.554 15.392 54.720 PFO DINC CFO RFP
4 0.75697 0.67596 56.537 50.680 15.506 54.846 CBE DINC RDINC YEAR
4 0.56228 0.41637 107.4 60.683 27.929 64.849 DINC RDINC RFP YEAR
4 0.55165 0.40220 110.2 61.091 28.607 65.257 PFO RDINC RFP YEAR
4 0.54743 0.39657 111.3 61.250 28.877 65.416 PFO DINC RDINC YEAR
4 0.53062 0.37416 115.7 61.870 29.949 66.036 PFO DINC RFP YEAR
4 0.52487 0.36650 117.2 62.077 30.315 66.243 PFO DINC RDINC RFP
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5 0.96101 0.94329 5.193 21.571 2.714 26.571 CBE PFO DINC CFO RDINC
5 0.95936 0.94088 5.626 22.279 2.829 27.278 CBE DINC CFO RFP YEAR
5 0.95862 0.93981 5.818 22.584 2.880 27.583 CBE CFO RDINC RFP YEAR
5 0.95817 0.93915 5.936 22.768 2.912 27.767 CBE PFO CFO RFP YEAR
5 0.95592 0.93588 6.525 23.659 3.068 28.658 CBE PFO DINC CFO YEAR
FULL MODEL TEST WITH SOME SELECTION CRITERIA for beef price 3
Rsq Adj C(p) AIC MSE SBC Variables in Model
In Rsq
5 0.95541 0.93514 6.659 23.855 3.104 28.855 CBE DINC CFO RDINC RFP
5 0.95386 0.93289 7.062 24.433 3.211 29.433 CBE PFO CFO RDINC YEAR
5 0.94916 0.92606 8.290 26.082 3.538 31.082 CBE PFO CFO RDINC RFP
5 0.94801 0.92438 8.592 26.464 3.619 31.463 CBE PFO DINC CFO RFP
5 0.94512 0.92017 9.348 27.384 3.820 32.383 CBE DINC CFO RDINC YEAR
5 0.93778 0.90950 11.267 29.518 4.331 34.517 CBE PFO DINC RDINC RFP
5 0.93765 0.90931 11.300 29.552 4.340 34.552 CBE PFO DINC RDINC YEAR
5 0.93422 0.90432 12.198 30.464 4.579 35.463 CBE DINC RDINC RFP YEAR
5 0.93288 0.90237 12.547 30.806 4.672 35.805 CBE PFO DINC RFP YEAR
5 0.92996 0.89813 13.311 31.530 4.875 36.529 CBE PFO RDINC RFP YEAR
5 0.82636 0.74743 40.395 46.965 12.086 51.964 DINC CFO RDINC RFP YEAR
5 0.82607 0.74701 40.472 46.993 12.107 51.993 PFO DINC CFO RDINC YEAR
5 0.82293 0.74244 41.293 47.298 12.325 52.297 PFO DINC CFO RFP YEAR
5 0.82223 0.74143 41.475 47.364 12.374 52.364 PFO CFO RDINC RFP YEAR
5 0.76308 0.65539 56.940 52.248 16.491 57.247 PFO DINC CFO RDINC RFP
5 0.59151 0.40584 101.8 61.508 28.433 66.507 PFO DINC RDINC RFP YEAR
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6 0.96385 0.94216 6.451 22.288 2.768 28.120 CBE PFO DINC CFO RDINC
YEAR
6 0.96349 0.94159 6.544 22.454 2.795 28.287 CBE PFO DINC CFO RDINC
RFP
6 0.95971 0.93554 7.532 24.128 3.085 29.961 CBE DINC CFO RDINC RFP
YEAR
6 0.95945 0.93512 7.602 24.240 3.105 30.073 CBE PFO DINC CFO RFP
YEAR
6 0.95873 0.93397 7.789 24.538 3.160 30.371 CBE PFO CFO RDINC RFP
YEAR
6 0.93778 0.90045 13.267 31.518 4.764 37.350 CBE PFO DINC RDINC RFP
YEAR
6 0.82649 0.72238 42.362 48.952 13.285 54.785 PFO DINC CFO RDINC RFP
YEAR
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7 0.96557 0.93880 8.000 23.456 2.929 30.121 CBE PFO DINC CFO RDINC
RFP YEAR
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Full model test the beef price 4
Correlation
CORR CBE PFO DINC CFO
CBE 1.0000 0.1307 0.3202 0.5068
PFO 0.1307 1.0000 0.8243 0.1673
DINC 0.3202 0.8243 1.0000 0.6578
CFO 0.5068 0.1673 0.6578 1.0000
RDINC 0.4682 0.3779 0.8251 0.8843
RFP 0.2914 0.9128 0.7868 0.1688
YEAR 0.2030 -0.7351 -0.2732 0.4012
PBE -0.7524 -0.4055 -0.6528 -0.7734
CORR RDINC RFP YEAR PBE
CBE 0.4682 0.2914 0.2030 -0.7524
PFO 0.3779 0.9128 -0.7351 -0.4055
DINC 0.8251 0.7868 -0.2732 -0.6528
CFO 0.8843 0.1688 0.4012 -0.7734
RDINC 1.0000 0.4729 0.3100 -0.6406
RFP 0.4729 1.0000 -0.5217 -0.3402
YEAR 0.3100 -0.5217 1.0000 0.0413
PBE -0.6406 -0.3402 0.0413 1.0000
Full model test the beef price 5
Model: MODEL1
Dependent Variable: PBE
Analysis of Variance
Sum of Mean
Source DF Squares Square F Value Prob>F
Model 7 739.30314 105.61473 36.062 0.0001
Error 9 26.35804 2.92867
C Total 16 765.66118
Root MSE 1.71134 R-square 0.9656
Dep Mean 69.05882 Adj R-sq 0.9388
C.V. 2.47808
Parameter Estimates
Parameter Standard T for H0:
Variable DF Estimate Error Parameter=0 Prob > |T|
INTERCEP 1 -609.360480 1116.5461969 -0.546 0.5985
CBE 1 -1.036462 0.17188201 -6.030 0.0002
PFO 1 2.069810 1.67205610 1.238 0.2471
DINC 1 -3.137925 2.34589255 -1.338 0.2138
CFO 1 -1.728635 0.64125760 -2.696 0.0246
RDINC 1 1.980390 1.56465263 1.266 0.2374
RFP 1 -0.072217 0.10747668 -0.672 0.5185
YEAR 1 0.435993 0.59088236 0.738 0.4794
Variance
Variable DF Type I SS Type II SS Inflation
INTERCEP 1 81075 0.872300 0.00000000
CBE 1 433.486263 106.491825 2.95687026
PFO 1 73.495495 4.487762 1231.5806464
DINC 1 78.035708 5.240099 2116.9559620
CFO 1 84.225737 21.281989 15.44348826
RDINC 1 66.566498 4.691764 1030.2079798
RFP 1 1.898932 1.322258 157.99038331
YEAR 1 1.594509 1.594509 48.63978987
Collinearity Diagnostics
Condition Var Prop Var Prop Var Prop Var Prop
Number Eigenvalue Index INTERCEP CBE PFO DINC
1 7.94962 1.00000 0.0000 0.0000 0.0000 0.0000
2 0.03317 15.48048 0.0000 0.0042 0.0001 0.0002
3 0.01282 24.89829 0.0000 0.0036 0.0006 0.0001
4 0.00370 46.36197 0.0000 0.4259 0.0001 0.0000
5 0.0006496 110.62487 0.0000 0.0440 0.0000 0.0024
6 0.0000341 482.82311 0.0007 0.3026 0.0070 0.0207
7 5.38128E-6 1215 0.0000 0.0068 0.9314 0.7362
8 6.73774E-8 10862 0.9993 0.2128 0.0607 0.2404
Full model test the beef price 6
Var Prop Var Prop Var Prop Var Prop
Number CFO RDINC RFP YEAR
1 0.0000 0.0000 0.0000 0.0000
2 0.0001 0.0000 0.0000 0.0000
3 0.0000 0.0005 0.0001 0.0000
4 0.0007 0.0001 0.0000 0.0000
5 0.0130 0.0032 0.0180 0.0000
6 0.8617 0.0006 0.0200 0.0006
7 0.0631 0.6779 0.9293 0.0001
8 0.0613 0.3176 0.0327 0.9993
Dep Var Predict
Obs PBE Value Residual
1 59.7000 59.2827 0.4173
2 59.7000 58.1929 1.5071
3 63.0000 65.3492 -2.3492
4 71.0000 71.5522 -0.5522
5 71.0000 70.5754 0.4246
6 74.2000 73.5294 0.6706
7 72.1000 73.1037 -1.0037
8 79.0000 77.3912 1.6088
9 73.1000 73.5402 -0.4402
10 70.2000 70.7703 -0.5703
11 82.2000 80.0317 2.1683
12 68.4000 70.0173 -1.6173
13 73.0000 72.9710 0.0290
14 70.2000 71.8566 -1.6566
15 67.8000 66.7031 1.0969
16 63.4000 64.2772 -0.8772
17 56.0000 54.8557 1.1443
Sum of Residuals 2.33E-12
Sum of Squared Residuals 26.3580
Predicted Resid SS (Press) 126.1182
FULL MODEL TEST WITH STEPWISE SELECTION for beef price 7
Stepwise Procedure for Dependent Variable PBE
Step 1 Variable CFO Entered R-square = 0.59807876 C(p) = 92.07685415
DF Sum of Squares Mean Square F Prob>F
Regression 1 457.92568450 457.92568450 22.32 0.0003
Error 15 307.73549197 20.51569946
Total 16 765.66117647
Parameter Standard Type II
Variable Estimate Error Sum of Squares F Prob>F
INTERCEP 254.75011071 39.31938884 861.19514675 41.98 0.0001
CFO -2.04043170 0.43188461 457.92568450 22.32 0.0003
Bounds on condition number: 1, 1
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Step 2 Variable CBE Entered R-square = 0.77294616 C(p) = 48.36014464
DF Sum of Squares Mean Square F Prob>F
Regression 2 591.81486692 295.90743346 23.83 0.0001
Error 14 173.84630955 12.41759354
Total 16 765.66117647
Parameter Standard Type II
Variable Estimate Error Sum of Squares F Prob>F
INTERCEP 237.34003356 31.04629497 725.70460698 58.44 0.0001
CBE -0.78400215 0.23876091 133.88918242 10.78 0.0054
CFO -1.39177728 0.38977033 158.32860370 12.75 0.0031
Bounds on condition number: 1.345646, 5.382586
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Step 3 Variable YEAR Entered R-square = 0.92017491 C(p) = 11.86918695
DF Sum of Squares Mean Square F Prob>F
Regression 3 704.54220252 234.84740084 49.95 0.0001
Error 13 61.11897395 4.70145953
Total 16 765.66117647
Parameter Standard Type II
Variable Estimate Error Sum of Squares F Prob>F
INTERCEP -831.55913767 219.12661738 67.70624269 14.40 0.0022
CBE -0.78367058 0.14691323 133.77592761 28.45 0.0001
CFO -1.83552927 0.25638225 240.97911516 51.26 0.0001
YEAR 0.57385701 0.11719401 112.72733560 23.98 0.0003
Bounds on condition number: 1.53778, 12.22597
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FULL MODEL TEST WITH STEPWISE SELECTION for beef price 8
Step 4 Variable RFP Entered R-square = 0.95773044 C(p) = 4.05080202
DF Sum of Squares Mean Square F Prob>F
Regression 4 733.29701766 183.32425441 67.97 0.0001
Error 12 32.36415881 2.69701323
Total 16 765.66117647
Parameter Standard Type II
Variable Estimate Error Sum of Squares F Prob>F
INTERCEP -1345.69866841 228.77537818 93.31686906 34.60 0.0001
CBE -0.90616608 0.11742595 160.60923290 59.55 0.0001
CFO -2.05990072 0.20598344 269.71869970 100.01 0.0001
RFP 0.03787175 0.01159849 28.75481514 10.66 0.0068
YEAR 0.83744102 0.11998026 131.39290327 48.72 0.0001
Bounds on condition number: 2.177693, 29.61852
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All variables left in the model are significant at the 0.1500 level.
No other variable met the 0.1500 significance level for entry into the model.
Summary of Stepwise Procedure for Dependent Variable PBE
Variable Number Partial Model
Step Entered Removed In R**2 R**2 C(p) F Prob>F
1 CFO 1 0.5981 0.5981 92.0769 22.3207 0.0003
2 CBE 2 0.1749 0.7729 48.3601 10.7822 0.0054
3 YEAR 3 0.1472 0.9202 11.8692 23.9771 0.0003
4 RFP 4 0.0376 0.9577 4.0508 10.6617 0.0068
FULL MODEL TEST WITH BACKWARD SELECTION for beef price 9
Backward Elimination Procedure for Dependent Variable PBE
Step 0 All Variables Entered R-square = 0.96557481 C(p) = 8.00000000
DF Sum of Squares Mean Square F Prob>F
Regression 7 739.30314120 105.61473446 36.06 0.0001
Error 9 26.35803527 2.92867059
Total 16 765.66117647
Parameter Standard Type II
Variable Estimate Error Sum of Squares F Prob>F
INTERCEP -609.36047981 1116.54619693 0.87229966 0.30 0.5985
CBE -1.03646177 0.17188201 106.49182494 36.36 0.0002
PFO 2.06981015 1.67205610 4.48776246 1.53 0.2471
DINC -3.13792535 2.34589255 5.24009922 1.79 0.2138
CFO -1.72863526 0.64125760 21.28198893 7.27 0.0246
RDINC 1.98039017 1.56465263 4.69176425 1.60 0.2374
RFP -0.07221661 0.10747668 1.32225789 0.45 0.5185
YEAR 0.43599268 0.59088236 1.59450858 0.54 0.4794
Bounds on condition number: 2116.956, 32226.43
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Step 1 Variable RFP Removed R-square = 0.96384786 C(p) = 6.45148741
DF Sum of Squares Mean Square F Prob>F
Regression 6 737.98088331 122.99681388 44.43 0.0001
Error 10 27.68029316 2.76802932
Total 16 765.66117647
Parameter Standard Type II
Variable Estimate Error Sum of Squares F Prob>F
INTERCEP -749.20170005 1066.46887142 1.36606645 0.49 0.4984
CBE -1.02994130 0.16683503 105.49239984 38.11 0.0001
PFO 0.98702604 0.43365886 14.33941562 5.18 0.0461
DINC -1.73692467 1.04517961 7.64453015 2.76 0.1275
CFO -1.59367103 0.59205037 20.05629556 7.25 0.0226
RDINC 1.05030742 0.70918329 6.07136803 2.19 0.1694
YEAR 0.50173746 0.56651794 2.17118289 0.78 0.3966
Bounds on condition number: 444.608, 4922.206
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Step 2 Variable YEAR Removed R-square = 0.96101216 C(p) = 5.19284183
DF Sum of Squares Mean Square F Prob>F
Regression 5 735.80970042 147.16194008 54.23 0.0001
Error 11 29.85147605 2.71377055
Total 16 765.66117647
Parameter Standard Type II
Variable Estimate Error Sum of Squares F Prob>F
FULL MODEL TEST WITH BACKWARD SELECTION for beef price 10
INTERCEP 194.18826479 51.63298711 38.38526873 14.14 0.0031
CBE -1.09946951 0.14576034 154.40479316 56.90 0.0001
PFO 1.09979432 0.41046197 19.48274788 7.18 0.0214
DINC -2.42554195 0.69158548 33.38097160 12.30 0.0049
CFO -1.41197500 0.54989913 17.89208996 6.59 0.0262
RDINC 1.60729411 0.32452941 66.56649782 24.53 0.0004
Bounds on condition number: 198.5568, 1705.158
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All variables left in the model are significant at the 0.1000 level.
Summary of Backward Elimination Procedure for Dependent Variable PBE
Variable Number Partial Model
Step Removed In R**2 R**2 C(p) F Prob>F
1 RFP 6 0.0017 0.9638 6.4515 0.4515 0.5185
2 YEAR 5 0.0028 0.9610 5.1928 0.7844 0.3966
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