The SAS System 1 12:34 Thursday, September 18, 2014 The REG Procedure Model: MODEL1 Dependent Variable: logprz Number of Observations Read 100 Number of Observations Used 100 Stepwise Selection: Step 1 Variable green Entered: R-Square = 0.4207 and C(p) = 325.0300 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 1 38.59936 38.59936 71.17 <.0001 Error 98 53.14957 0.54234 Corrected Total 99 91.74894 Parameter Standard Variable Estimate Error Type II SS F Value Pr > F Intercept -2.57450 1.25379 2.28670 4.22 0.0427 green 0.16771 0.01988 38.59936 71.17 <.0001 Bounds on condition number: 1, 1 ---------------------------------------------------------------------------- Stepwise Selection: Step 2 Variable putts Entered: R-Square = 0.8514 and C(p) = 14.0185 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 2 78.11301 39.05650 277.83 <.0001 Error 97 13.63593 0.14058 Corrected Total 99 91.74894 The SAS System 2 12:34 Thursday, September 18, 2014 The REG Procedure Model: MODEL1 Dependent Variable: logprz Stepwise Selection: Step 2 Parameter Standard Variable Estimate Error Type II SS F Value Pr > F Intercept 14.37312 1.19553 20.31845 144.54 <.0001 green 0.18185 0.01016 45.07023 320.61 <.0001 putts -0.61028 0.03640 39.51364 281.08 <.0001 Bounds on condition number: 1.0069, 4.0278 ---------------------------------------------------------------------------- Stepwise Selection: Step 3 Variable sandshot Entered: R-Square = 0.8594 and C(p) = 10.1812 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 3 78.84989 26.28330 195.61 <.0001 Error 96 12.89905 0.13437 Corrected Total 99 91.74894 Parameter Standard Variable Estimate Error Type II SS F Value Pr > F Intercept 13.29417 1.25635 15.04478 111.97 <.0001 green 0.19469 0.01134 39.58799 294.63 <.0001 putts -0.62251 0.03597 40.24647 299.53 <.0001 sandshot 0.63261 0.27013 0.73688 5.48 0.0213 Bounds on condition number: 1.3152, 10.973 ---------------------------------------------------------------------------- Stepwise Selection: Step 4 The SAS System 3 12:34 Thursday, September 18, 2014 The REG Procedure Model: MODEL1 Dependent Variable: logprz Stepwise Selection: Step 4 Variable drive Entered: R-Square = 0.8676 and C(p) = 6.2475 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 4 79.59893 19.89973 155.59 <.0001 Error 95 12.15000 0.12789 Corrected Total 99 91.74894 Parameter Standard Variable Estimate Error Type II SS F Value Pr > F Intercept 15.32271 1.48493 13.61794 106.48 <.0001 drive -0.01110 0.00459 0.74905 5.86 0.0174 green 0.21228 0.01324 32.88621 257.13 <.0001 putts -0.64295 0.03609 40.58268 317.31 <.0001 sandshot 0.83766 0.27684 1.17097 9.16 0.0032 Bounds on condition number: 1.8804, 23.492 ---------------------------------------------------------------------------- Stepwise Selection: Step 5 Variable sandsave Entered: R-Square = 0.8719 and C(p) = 5.0785 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 5 79.99898 15.99980 128.00 <.0001 Error 94 11.74995 0.12500 Corrected Total 99 91.74894 The SAS System 4 12:34 Thursday, September 18, 2014 The REG Procedure Model: MODEL1 Dependent Variable: logprz Stepwise Selection: Step 5 Parameter Standard Variable Estimate Error Type II SS F Value Pr > F Intercept 14.27288 1.58097 10.18783 81.50 <.0001 drive -0.00956 0.00461 0.53676 4.29 0.0410 green 0.21038 0.01313 32.09080 256.73 <.0001 putts -0.62537 0.03701 35.68772 285.50 <.0001 sandshot 0.79077 0.27494 1.03405 8.27 0.0050 sandsave 0.00833 0.00466 0.40005 3.20 0.0768 Bounds on condition number: 1.8927, 35.655 ---------------------------------------------------------------------------- All variables left in the model are significant at the 0.2000 level. No other variable met the 0.2000 significance level for entry into the model. Summary of Stepwise Selection Variable Variable Number Partial Model Step Entered Removed Vars In R-Square R-Square C(p) F Value Pr > F 1 green 1 0.4207 0.4207 325.030 71.17 <.0001 2 putts 2 0.4307 0.8514 14.0185 281.08 <.0001 3 sandshot 3 0.0080 0.8594 10.1812 5.48 0.0213 4 drive 4 0.0082 0.8676 6.2475 5.86 0.0174 5 sandsave 5 0.0044 0.8719 5.0785 3.20 0.0768 The SAS System 5 12:34 Thursday, September 18, 2014 The REG Procedure Model: MODEL1 Dependent Variable: logprz Number of Observations Read 100 Number of Observations Used 100 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 5 79.99898 15.99980 128.00 <.0001 Error 94 11.74995 0.12500 Corrected Total 99 91.74894 Root MSE 0.35355 R-Square 0.8719 Dependent Mean 7.98461 Adj R-Sq 0.8651 Coeff Var 4.42793 Parameter Estimates Parameter Standard Variable DF Estimate Error t Value Pr > |t| Intercept 1 14.27288 1.58097 9.03 <.0001 green 1 0.21038 0.01313 16.02 <.0001 putts 1 -0.62537 0.03701 -16.90 <.0001 sandshot 1 0.79077 0.27494 2.88 0.0050 sandsave 1 0.00833 0.00466 1.79 0.0768 drive 1 -0.00956 0.00461 -2.07 0.0410 The SAS System 6 12:34 Thursday, September 18, 2014 The REG Procedure Model: MODEL1 Dependent Variable: logprz Output Statistics Hat Diag Cov Obs Residual RStudent H Ratio DFFITS 1 0.1420 0.4122 0.0585 1.1202 0.1028 2 0.4847 1.4548 0.1013 1.0367 0.4885 3 -0.3048 -0.8678 0.0160 1.0324 -0.1107 4 -0.0177 -0.0518 0.0694 1.1456 -0.0141 5 0.1217 0.3577 0.0826 1.1528 0.1074 6 -0.6511 -1.9058 0.0401 0.8827 -0.3897 7 -0.3018 -0.8837 0.0691 1.0894 -0.2407 8 0.0511 0.1480 0.0576 1.1298 0.0366 9 -0.1201 -0.3491 0.0617 1.1275 -0.0895 10 0.2295 0.6642 0.0505 1.0916 0.1532 11 -0.3128 -0.9016 0.0389 1.0530 -0.1814 12 0.4609 1.3493 0.0583 1.0079 0.3357 13 0.0659 0.1920 0.0677 1.1410 0.0518 14 0.4266 1.2559 0.0710 1.0376 0.3472 15 -0.4160 -1.2283 0.0775 1.0494 -0.3559 16 -0.1768 -0.5139 0.0600 1.1152 -0.1299 17 0.1078 0.3190 0.0952 1.1708 0.1035 18 -0.1920 -0.5479 0.0253 1.0730 -0.0884 19 -0.0870 -0.2481 0.0259 1.0902 -0.0404 20 0.2034 0.6237 0.1543 1.2296 0.2664 21 0.1453 0.4198 0.0501 1.1099 0.0965 22 0.0128 0.0369 0.0568 1.1304 0.0091 23 0.3106 0.9055 0.0604 1.0766 0.2296 24 0.3761 1.0833 0.0340 1.0238 0.2033 25 0.2190 0.6363 0.0581 1.1029 0.1581 26 0.008596 0.0257 0.1124 1.2013 0.0091 27 -0.2061 -0.6018 0.0677 1.1174 -0.1622 28 -0.4942 -1.4596 0.0717 1.0027 -0.4056 29 -0.2069 -0.6173 0.1070 1.1651 -0.2137 30 -0.0438 -0.1290 0.0878 1.1677 -0.0400 31 0.4127 1.2050 0.0571 1.0304 0.2964 32 -0.4707 -1.3789 0.0590 1.0036 -0.3453 33 -0.3573 -1.0447 0.0635 1.0616 -0.2720 34 0.7232 2.1116 0.0272 0.8276 0.3533 35 0.4731 1.4023 0.0800 1.0223 0.4135 36 -0.009349 -0.0271 0.0566 1.1302 -0.0066 37 0.0500 0.1485 0.1020 1.1857 0.0500 38 0.3492 0.9966 0.0178 1.0186 0.1342 39 -0.0469 -0.1343 0.0354 1.1041 -0.0257 40 0.1712 0.5009 0.0730 1.1318 0.1405 41 0.6162 1.8194 0.0597 0.9193 0.4584 42 -0.1146 -0.3316 0.0540 1.1192 -0.0792 The SAS System 7 12:34 Thursday, September 18, 2014 The REG Procedure Model: MODEL1 Dependent Variable: logprz Output Statistics -----------------------------DFBETAS---------------------------- Obs Intercept green putts sandshot sandsave drive 1 -0.0038 -0.0401 0.0420 -0.0122 -0.0617 0.0084 2 -0.0741 -0.1015 0.1532 -0.1561 0.4271 0.0056 3 0.0053 0.0046 0.0136 -0.0478 -0.0204 -0.0117 4 -0.0090 0.0060 0.0043 -0.0019 0.0015 0.0041 5 0.0048 -0.0177 0.0439 -0.0138 0.0599 -0.0405 6 0.1437 0.0041 -0.0900 0.2306 -0.0785 -0.1656 7 -0.0409 -0.0895 -0.0149 0.0628 0.1306 0.0972 8 0.0149 0.0164 -0.0128 -0.0043 -0.0235 -0.0151 9 -0.0155 -0.0629 0.0544 -0.0423 0.0335 0.0192 10 -0.0319 -0.0398 0.0733 -0.1104 -0.0272 0.0364 11 0.0384 -0.0614 0.0036 -0.0747 0.1119 -0.0148 12 -0.1229 0.0459 -0.0200 0.1280 0.2326 0.0931 13 0.0036 0.0231 -0.0103 -0.0153 0.0206 -0.0109 14 -0.0683 -0.1478 -0.0510 -0.1387 0.0318 0.2825 15 0.1301 -0.2544 -0.0811 -0.2501 0.0186 0.1340 16 0.0636 -0.0582 -0.0351 -0.0937 -0.0448 0.0152 17 -0.0088 -0.0597 0.0414 -0.0452 0.0734 0.0166 18 -0.0067 -0.0332 0.0299 -0.0326 -0.0431 0.0178 19 -0.0119 -0.0032 0.0176 0.0172 0.0014 -0.0030 20 0.0103 0.0671 -0.0089 0.2300 -0.0175 -0.1047 21 0.0074 -0.0064 0.0365 0.0127 -0.0491 -0.0343 22 -0.0015 0.0029 -0.0041 0.0049 0.0002 0.0027 23 0.0429 0.1234 -0.0909 0.1950 0.0070 -0.1077 24 0.0972 0.1353 -0.1253 0.0874 -0.0459 -0.1243 25 0.0429 -0.1128 0.0265 -0.1102 0.0447 0.0185 26 -0.0029 -0.0026 -0.0005 0.0027 -0.0022 0.0062 27 -0.1298 0.0772 0.0888 0.0478 0.0301 0.0217 28 -0.1736 0.2524 0.1496 0.2395 -0.0558 -0.1375 29 -0.1331 -0.0667 0.1648 -0.1163 -0.0062 0.1034 30 0.0019 -0.0170 -0.0032 -0.0279 0.0218 0.0156 31 0.0338 -0.0653 0.0405 0.0909 -0.1875 -0.0262 32 0.0434 -0.1647 -0.1024 -0.0148 0.1693 0.1288 33 0.2400 -0.0139 -0.1433 -0.0265 -0.1111 -0.1663 34 -0.0029 -0.1309 0.1571 0.0178 -0.0560 -0.0388 35 -0.1140 -0.0690 -0.1107 0.0565 0.0150 0.3018 36 0.0018 0.0020 -0.0037 0.0051 -0.0018 -0.0014 37 -0.0278 -0.0289 0.0367 -0.0157 -0.0064 0.0299 38 0.0138 0.0845 -0.0207 0.0345 -0.0052 -0.0651 39 -0.0024 -0.0205 0.0112 -0.0132 0.0045 0.0096 40 -0.0920 -0.0177 0.1227 -0.0466 0.0600 0.0272 41 -0.0671 -0.1325 0.1593 -0.1058 -0.3068 0.1176 42 0.0220 0.0148 -0.0318 -0.0051 -0.0626 -0.0009 The SAS System 8 12:34 Thursday, September 18, 2014 The REG Procedure Model: MODEL1 Dependent Variable: logprz Output Statistics Hat Diag Cov Obs Residual RStudent H Ratio DFFITS 43 0.1888 0.5429 0.0398 1.0895 0.1105 44 -0.5932 -1.7140 0.0220 0.9047 -0.2571 45 0.3958 1.1969 0.1213 1.1071 0.4447 46 -0.2079 -0.6034 0.0565 1.1039 -0.1476 47 -0.7052 -2.0446 0.0162 0.8325 -0.2624 48 -0.6543 -1.9671 0.0879 0.9154 -0.6106 49 -0.3406 -0.9825 0.0390 1.0428 -0.1978 50 0.1681 0.4855 0.0483 1.1035 0.1093 51 0.2003 0.5837 0.0645 1.1151 0.1533 52 -0.2581 -0.7363 0.0215 1.0524 -0.1091 53 0.0257 0.0754 0.0829 1.1622 0.0227 54 0.006045 0.0174 0.0459 1.1175 0.0038 55 -0.3950 -1.1420 0.0397 1.0213 -0.2322 56 0.2156 0.6225 0.0462 1.0904 0.1370 57 -0.0696 -0.1997 0.0398 1.1076 -0.0407 58 -0.1946 -0.5724 0.0818 1.1371 -0.1709 59 0.6365 1.8513 0.0299 0.8846 0.3247 60 -0.6490 -1.8910 0.0318 0.8782 -0.3429 61 -0.0380 -0.1136 0.1150 1.2038 -0.0409 62 -0.7264 -2.1717 0.0695 0.8516 -0.5935 63 0.2227 0.6482 0.0616 1.1060 0.1661 64 0.4984 1.4818 0.0833 1.0112 0.4466 65 0.0698 0.1982 0.0190 1.0842 0.0276 66 0.3333 0.9940 0.1009 1.1131 0.3330 67 0.1675 0.4820 0.0415 1.0959 0.1002 68 0.2911 0.8382 0.0381 1.0596 0.1669 69 -0.5135 -1.5345 0.0912 1.0098 -0.4861 70 -0.1343 -0.3975 0.0956 1.1670 -0.1292 71 -0.0152 -0.0437 0.0414 1.1121 -0.0091 72 0.1954 0.5684 0.0617 1.1130 0.1458 73 0.4219 1.2218 0.0411 1.0107 0.2530 74 0.0638 0.1844 0.0525 1.1229 0.0434 75 -0.3312 -0.9620 0.0525 1.0605 -0.2265 76 0.6016 1.8091 0.0940 0.9563 0.5826 77 -0.3303 -0.9780 0.0876 1.0991 -0.3030 78 -0.1359 -0.3960 0.0671 1.1314 -0.1062 79 -0.1880 -0.5356 0.0222 1.0706 -0.0808 80 -0.0236 -0.0691 0.0799 1.1585 -0.0204 81 -0.5670 -1.6450 0.0322 0.9275 -0.2999 82 -0.7285 -2.1748 0.0667 0.8484 -0.5814 83 0.1192 0.3400 0.0253 1.0859 0.0548 84 0.2221 0.6483 0.0669 1.1123 0.1736 The SAS System 9 12:34 Thursday, September 18, 2014 The REG Procedure Model: MODEL1 Dependent Variable: logprz Output Statistics -----------------------------DFBETAS---------------------------- Obs Intercept green putts sandshot sandsave drive 43 -0.0014 0.0595 -0.0450 0.0124 -0.0366 0.0060 44 0.1129 -0.0803 -0.0964 0.0522 -0.0702 -0.0137 45 -0.2050 0.1915 -0.0649 0.0669 0.1987 0.1635 46 -0.0332 -0.0208 -0.0250 -0.0257 -0.0524 0.0973 47 -0.0015 -0.0549 0.0973 -0.0431 -0.0654 -0.0361 48 0.4541 0.3256 -0.4118 0.1693 -0.1855 -0.4926 49 -0.1597 0.0001 0.1557 -0.0177 0.0680 0.0640 50 -0.0621 0.0109 0.0847 -0.0240 0.0398 -0.0012 51 0.0690 -0.0396 0.0025 -0.0916 0.0455 -0.0526 52 -0.0120 0.0444 -0.0288 0.0535 0.0415 -0.0098 53 0.0128 -0.0142 -0.0061 -0.0145 -0.0086 0.0033 54 0.0017 0.0002 -0.0010 0.0019 -0.0022 -0.0017 55 -0.0634 -0.0493 -0.0084 0.0650 0.1365 0.0908 56 0.0173 0.1113 -0.0501 0.0480 0.0212 -0.0700 57 -0.0210 -0.0238 0.0201 -0.0048 0.0199 0.0246 58 0.0625 -0.0842 0.0460 -0.0591 -0.0600 -0.0475 59 -0.1450 -0.0053 0.0306 0.1271 0.1658 0.1250 60 -0.0387 0.1395 0.0328 0.1925 -0.1774 -0.1025 61 -0.0014 0.0315 0.0056 0.0076 -0.0037 -0.0277 62 -0.0971 0.2379 -0.1694 0.0838 -0.3046 0.1441 63 -0.0159 0.0668 0.0566 0.0309 0.0735 -0.0971 64 0.0764 -0.1933 0.0889 0.1279 -0.1025 -0.0597 65 0.0018 -0.0025 0.0046 -0.0130 0.0110 -0.0031 66 -0.1203 -0.1718 0.0938 0.0321 0.2137 0.1641 67 -0.0338 0.0002 0.0548 -0.0126 0.0702 -0.0118 68 -0.0303 -0.0096 -0.0158 -0.0716 -0.0334 0.0890 69 -0.1278 0.1955 0.2430 -0.0985 -0.0744 -0.1648 70 0.0980 0.0051 -0.0644 -0.0085 0.0247 -0.0817 71 -0.0045 -0.0037 0.0053 0.0019 0.0021 0.0031 72 -0.0246 0.0210 -0.0187 -0.0675 0.0557 0.0458 73 0.0093 -0.0230 -0.0518 -0.1010 0.1578 0.0560 74 -0.0070 -0.0004 -0.0045 0.0285 -0.0130 0.0102 75 -0.1894 -0.0121 0.1174 0.0628 0.0799 0.1293 76 0.3355 0.1612 -0.2558 -0.1161 -0.4273 -0.2383 77 -0.1466 0.2078 0.1244 0.0469 0.0471 -0.0874 78 0.0536 -0.0633 0.0058 -0.0635 -0.0293 -0.0154 79 0.0058 -0.0367 -0.0124 0.0061 -0.0244 0.0310 80 0.0083 -0.0026 -0.0089 0.0001 0.0119 -0.0034 81 -0.0047 0.1696 -0.1521 0.0785 0.0163 0.0013 82 -0.5355 0.0206 0.4278 -0.0114 0.1920 0.2871 83 0.0062 0.0039 0.0172 0.0113 -0.0108 -0.0277 84 -0.0326 -0.0206 0.1030 -0.1130 0.0011 -0.0086 The SAS System 10 12:34 Thursday, September 18, 2014 The REG Procedure Model: MODEL1 Dependent Variable: logprz Output Statistics Hat Diag Cov Obs Residual RStudent H Ratio DFFITS 85 0.3525 1.0434 0.0858 1.0877 0.3197 86 0.3365 0.9904 0.0767 1.0844 0.2855 87 -0.1526 -0.4348 0.0228 1.0780 -0.0665 88 -0.1441 -0.4126 0.0327 1.0903 -0.0759 89 -0.1153 -0.3303 0.0347 1.0968 -0.0626 90 0.3425 0.9795 0.0221 1.0252 0.1471 91 0.0298 0.0860 0.0526 1.1250 0.0203 92 0.2853 0.8221 0.0401 1.0636 0.1680 93 -0.5666 -1.6649 0.0558 0.9468 -0.4048 94 -0.0505 -0.1464 0.0575 1.1298 -0.0362 95 -0.0575 -0.1708 0.1020 1.1852 -0.0576 96 0.2547 0.7458 0.0713 1.1078 0.2066 97 0.4213 1.2230 0.0457 1.0154 0.2677 98 0.0547 0.1645 0.1263 1.2182 0.0625 99 0.5810 1.6935 0.0395 0.9252 0.3434 100 -0.4476 -1.2969 0.0403 0.9978 -0.2658 Output Statistics -----------------------------DFBETAS---------------------------- Obs Intercept green putts sandshot sandsave drive 85 0.1747 -0.1050 -0.0034 0.0315 -0.1062 -0.1504 86 0.1382 -0.0468 -0.1105 -0.0429 -0.2450 -0.0006 87 -0.0046 0.0177 0.0109 -0.0229 -0.0171 -0.0100 88 -0.0135 0.0346 0.0061 0.0536 0.0187 -0.0292 89 -0.0086 -0.0212 -0.0054 0.0174 0.0267 0.0231 90 -0.0829 0.0283 0.0351 0.0010 -0.0049 0.0647 91 -0.0059 -0.0050 -0.0013 -0.0088 0.0012 0.0152 92 0.0176 -0.1015 -0.0248 -0.0244 -0.0629 0.0910 93 0.2889 -0.1231 -0.1988 -0.1949 0.0288 -0.0860 94 -0.0210 -0.0024 0.0295 -0.0127 0.0154 0.0031 95 0.0290 -0.0000 -0.0428 -0.0200 -0.0079 0.0059 96 0.0351 0.0683 -0.0297 -0.0845 0.0835 -0.0607 97 0.1329 0.0126 -0.1539 -0.0204 0.1161 -0.0570 98 0.0193 0.0446 -0.0197 0.0319 0.0140 -0.0498 99 0.1639 0.0377 -0.1484 -0.1397 -0.1759 -0.0471 100 0.1013 0.0513 -0.1754 0.1478 0.0227 -0.0543 The SAS System 11 12:34 Thursday, September 18, 2014 The REG Procedure Model: MODEL1 Dependent Variable: logprz Sum of Residuals 0 Sum of Squared Residuals 11.74995 Predicted Residual SS (PRESS) 13.20783 The SAS System 12 12:34 Thursday, September 18, 2014 The UNIVARIATE Procedure Variable: e (Residual) Moments N 100 Sum Weights 100 Mean 0 Sum Observations 0 Std Deviation 0.34450891 Variance 0.11868639 Skewness -0.2250076 Kurtosis -0.5211499 Uncorrected SS 11.7499526 Corrected SS 11.7499526 Coeff Variation . Std Error Mean 0.03445089 Basic Statistical Measures Location Variability Mean 0.000000 Std Deviation 0.34451 Median 0.010674 Variance 0.11869 Mode . Range 1.45168 Interquartile Range 0.43263 Tests for Location: Mu0=0 Test -Statistic- -----p Value------ Student's t t 0 Pr > |t| 1.0000 Sign M 2 Pr >= |M| 0.7644 Signed Rank S 79 Pr >= |S| 0.7874 Quantiles (Definition 5) Quantile Estimate 100% Max 0.7231576 99% 0.6798388 95% 0.5397380 90% 0.4242735 75% Q3 0.2260974 50% Median 0.0106737 25% Q1 -0.2065348 10% -0.5038765 5% -0.6500431 1% -0.7274677 0% Min -0.7285181 The SAS System 13 12:34 Thursday, September 18, 2014 The UNIVARIATE Procedure Variable: e (Residual) Extreme Observations ------Lowest------ ------Highest----- Value Obs Value Obs -0.728518 82 0.581044 99 -0.726417 62 0.601606 76 -0.705175 47 0.616221 41 -0.654309 48 0.636520 59 -0.651076 6 0.723158 34 The SAS System 14 12:34 Thursday, September 18, 2014 The MODEL Procedure Model Summary Model Variables 1 Parameters 6 Equations 1 Number of Statements 1 Model Variables logprz Parameters b0 b1 b2 b3 b4 b5 Equations logprz The Equation to Estimate is logprz = F(b0(1), b1(green), b2(putts), b3(sandshot), b4(sandsave), b5(drive)) NOTE: At OLS Iteration 1 CONVERGE=0.001 Criteria Met. The SAS System 15 12:34 Thursday, September 18, 2014 The MODEL Procedure OLS Estimation Summary Data Set Options DATA= ONE Minimization Summary Parameters Estimated 6 Method Gauss Iterations 1 Final Convergence Criteria R 0 PPC 3.15E-12 RPC(b0) 141314.6 Object 0.998166 Trace(S) 0.124999 Objective Value 0.1175 Observations Processed Read 100 Solved 100 The SAS System 16 12:34 Thursday, September 18, 2014 The MODEL Procedure Nonlinear OLS Summary of Residual Errors DF DF Adj Equation Model Error SSE MSE Root MSE R-Square R-Sq logprz 6 94 11.7500 0.1250 0.3536 0.8719 0.8651 Nonlinear OLS Parameter Estimates Approx Approx Parameter Estimate Std Err t Value Pr > |t| b0 14.27288 1.5810 9.03 <.0001 b1 0.210379 0.0131 16.02 <.0001 b2 -0.62537 0.0370 -16.90 <.0001 b3 0.790771 0.2749 2.88 0.0050 b4 0.008334 0.00466 1.79 0.0768 b5 -0.00956 0.00461 -2.07 0.0410 Number of Observations Statistics for System Used 100 Objective 0.1175 Missing 0 Objective*N 11.7500 Heteroscedasticity Test Equation Test Statistic DF Pr > ChiSq Variables logprz Breusch-Pagan 2.67 5 0.7504 1, green, putts, sandshot, sandsave, drive