The SAS System 1 15:45 Thursday, October 28, 2010 The REG Procedure Model: MODEL1 Dependent Variable: ln_avewng R-Square Selection Method Number of Observations Read 150 Number of Observations Used 150 The SAS System 2 15:45 Thursday, October 28, 2010 The REG Procedure Model: MODEL1 Dependent Variable: ln_avewng R-Square Selection Method Number in Adjusted Model R-Square R-Square C(p) AIC BIC 1 0.3624 0.3580 98.5721 -50.4386 -50.2844 1 0.3061 0.3014 120.1568 -37.7523 -37.8789 1 0.0665 0.0602 212.0542 6.7375 5.7380 1 0.0090 0.0023 234.0869 15.6949 14.5405 1 0.0021 -.0047 236.7641 16.7477 15.5757 1 0.0002 -.0066 237.4948 17.0338 15.8569 ------------------------------------------------------------------------- 2 0.5927 0.5872 12.2095 -115.6854 -113.9271 2 0.4231 0.4152 77.2805 -63.4504 -63.5907 2 0.3759 0.3674 95.3927 -51.6493 -52.1687 2 0.3709 0.3624 97.2830 -50.4696 -51.0258 2 0.3675 0.3589 98.6008 -49.6525 -50.2341 2 0.3624 0.3537 100.5720 -48.4386 -49.0578 2 0.3169 0.3076 118.0193 -38.1024 -39.0331 2 0.3067 0.2972 121.9366 -35.8764 -36.8723 2 0.3063 0.2969 122.0652 -35.8039 -36.8019 2 0.0851 0.0727 206.9025 5.7111 3.6204 2 0.0682 0.0555 213.3992 8.4629 6.3076 2 0.0668 0.0541 213.9496 8.6937 6.5330 2 0.0282 0.0149 228.7548 14.7730 12.4732 2 0.0123 -.0011 234.8305 17.1982 14.8442 2 0.0021 -.0115 238.7640 18.7477 16.3594 ------------------------------------------------------------------------- 3 0.6216 0.6138 3.1325 -124.7181 -122.4520 3 0.5945 0.5861 13.5446 -114.3252 -112.6129 3 0.5933 0.5849 14.0090 -113.8781 -112.1892 3 0.5928 0.5845 14.1666 -113.7266 -112.0456 3 0.4383 0.4268 73.4330 -65.4676 -66.0819 3 0.4264 0.4146 78.0239 -62.3047 -63.0533 3 0.4239 0.4121 78.9551 -61.6712 -62.4465 3 0.4235 0.4116 79.1296 -61.5528 -62.3330 3 0.3840 0.3714 94.2651 -51.6220 -52.8096 3 0.3787 0.3660 96.2961 -50.3380 -51.5769 3 0.3755 0.3627 97.5201 -49.5695 -50.8389 3 0.3717 0.3588 98.9908 -48.6513 -49.9570 3 0.3676 0.3546 100.5782 -47.6665 -49.0110 3 0.3392 0.3256 111.4554 -41.0869 -42.6856 3 0.3171 0.3030 119.9373 -36.1493 -37.9333 3 0.3075 0.2933 123.6177 -34.0564 -35.9176 3 0.1138 0.0956 197.8924 2.9292 -0.1645 3 0.0869 0.0682 208.2068 7.4135 4.1864 3 0.0691 0.0499 215.0631 10.3218 7.0099 The SAS System 3 15:45 Thursday, October 28, 2010 The REG Procedure Model: MODEL1 Dependent Variable: ln_avewng R-Square Selection Method Number in Model R-Square Variables in Model 1 0.3624 aveputt 1 0.3061 grnreg 1 0.0665 savepct 1 0.0090 avedrv 1 0.0021 drvacc 1 0.0002 age ------------------------------------------------------------------ 2 0.5927 grnreg aveputt 2 0.4231 grnreg savepct 2 0.3759 avedrv aveputt 2 0.3709 drvacc aveputt 2 0.3675 aveputt savepct 2 0.3624 age aveputt 2 0.3169 drvacc grnreg 2 0.3067 avedrv grnreg 2 0.3063 age grnreg 2 0.0851 avedrv savepct 2 0.0682 drvacc savepct 2 0.0668 age savepct 2 0.0282 avedrv drvacc 2 0.0123 age avedrv 2 0.0021 age drvacc ------------------------------------------------------------------ 3 0.6216 grnreg aveputt savepct 3 0.5945 drvacc grnreg aveputt 3 0.5933 age grnreg aveputt 3 0.5928 avedrv grnreg aveputt 3 0.4383 drvacc grnreg savepct 3 0.4264 age grnreg savepct 3 0.4239 avedrv drvacc aveputt 3 0.4235 avedrv grnreg savepct 3 0.3840 avedrv aveputt savepct 3 0.3787 age avedrv aveputt 3 0.3755 drvacc aveputt savepct 3 0.3717 age drvacc aveputt 3 0.3676 age aveputt savepct 3 0.3392 avedrv drvacc grnreg 3 0.3171 age drvacc grnreg 3 0.3075 age avedrv grnreg 3 0.1138 avedrv drvacc savepct 3 0.0869 age avedrv savepct 3 0.0691 age drvacc savepct The SAS System 4 15:45 Thursday, October 28, 2010 The REG Procedure Model: MODEL1 Dependent Variable: ln_avewng R-Square Selection Method Number in Adjusted Model R-Square R-Square C(p) AIC BIC 3 0.0310 0.0111 229.6698 16.3357 12.8530 ------------------------------------------------------------------------- 4 0.6252 0.6148 3.7739 -124.1288 -121.6995 4 0.6236 0.6132 4.3827 -123.4950 -121.1090 4 0.6225 0.6121 4.7897 -123.0728 -120.7155 4 0.5955 0.5843 15.1621 -112.6946 -111.0295 4 0.5946 0.5834 15.4949 -112.3732 -110.7290 4 0.5933 0.5820 16.0088 -111.8783 -110.2664 4 0.4495 0.4344 71.1288 -66.4949 -67.5579 4 0.4389 0.4234 75.2178 -63.6176 -64.8315 4 0.4353 0.4197 76.6055 -62.6535 -63.9175 4 0.4264 0.4106 80.0135 -60.3118 -61.6965 4 0.4261 0.4103 80.1149 -60.2427 -61.6310 4 0.3864 0.3695 95.3570 -50.1996 -52.0894 4 0.3767 0.3595 99.0552 -47.8610 -49.8638 4 0.3408 0.3227 112.8214 -39.4626 -41.8604 4 0.1152 0.0908 199.3788 4.7024 0.4995 ------------------------------------------------------------------------- 5 0.6260 0.6130 5.4559 -122.4610 -119.9177 5 0.6257 0.6127 5.5829 -122.3282 -119.7959 5 0.6237 0.6106 6.3268 -121.5531 -119.0845 5 0.5960 0.5820 16.9415 -110.9080 -109.2927 5 0.4536 0.4347 71.5604 -65.6134 -67.1855 5 0.4369 0.4174 77.9653 -61.0975 -62.9494 ------------------------------------------------------------------------- 6 0.6272 0.6115 7.0000 -120.9384 -118.2579 Number in Model R-Square Variables in Model 3 0.0310 age avedrv drvacc ------------------------------------------------------------------ 4 0.6252 drvacc grnreg aveputt savepct 4 0.6236 age grnreg aveputt savepct 4 0.6225 avedrv grnreg aveputt savepct 4 0.5955 avedrv drvacc grnreg aveputt 4 0.5946 age drvacc grnreg aveputt 4 0.5933 age avedrv grnreg aveputt 4 0.4495 avedrv drvacc grnreg savepct 4 0.4389 age drvacc grnreg savepct 4 0.4353 avedrv drvacc aveputt savepct 4 0.4264 age avedrv grnreg savepct The SAS System 5 15:45 Thursday, October 28, 2010 The REG Procedure Model: MODEL1 Dependent Variable: ln_avewng R-Square Selection Method Number in Model R-Square Variables in Model 4 0.4261 age avedrv drvacc aveputt 4 0.3864 age avedrv aveputt savepct 4 0.3767 age drvacc aveputt savepct 4 0.3408 age avedrv drvacc grnreg 4 0.1152 age avedrv drvacc savepct ------------------------------------------------------------------ 5 0.6260 age drvacc grnreg aveputt savepct 5 0.6257 avedrv drvacc grnreg aveputt savepct 5 0.6237 age avedrv grnreg aveputt savepct 5 0.5960 age avedrv drvacc grnreg aveputt 5 0.4536 age avedrv drvacc grnreg savepct 5 0.4369 age avedrv drvacc aveputt savepct ------------------------------------------------------------------ 6 0.6272 age avedrv drvacc grnreg aveputt savepct