Output from duncinfl2.sas
1 Graph
|
|
Output from duncinfl2.sas |
Source
1 Graph |
|---|
Duncan Occupational Prestige Data 1
Model: MODEL1 Dependent Variable: PRESTIGE Prestige
Analysis of Variance
Sum of Mean
Source DF Squares Square F Value Prob>F
Model 2 36180.94579 18090.47290 101.216 0.0001
Error 42 7506.69865 178.73092
C Total 44 43687.64444
Root MSE 13.36903 R-square 0.8282
Dep Mean 47.68889 Adj R-sq 0.8200
C.V. 28.03384
Parameter Estimates
Parameter Standard T for H0:
Variable DF Estimate Error Parameter=0 Prob > |T|
INTERCEP 1 -6.064663 4.27194117 -1.420 0.1631
INCOME 1 0.598733 0.11966735 5.003 0.0001
EDUC 1 0.545834 0.09825264 5.555 0.0001
Variable
Variable DF Label
INTERCEP 1 Intercept
INCOME 1 Income
EDUC 1 Education
Duncan Occupational Prestige Data 2
Hat Diag Cov INTERCEP INCOME EDUC
Obs Residual Rstudent H Ratio Dffits Dfbetas Dfbetas Dfbetas
1 4.0015 0.3039 0.0509 1.1250 0.0704 -0.0225 0.0007 0.0359
2 4.4725 0.3409 0.0573 1.1307 0.0841 -0.0254 0.0509 -0.0081
3 0.9430 0.0723 0.0696 1.1550 0.0198 -0.0092 0.0065 0.0056
4 0.00931 0.0007 0.0649 1.1496 0.0002 -0.0000 -0.0001 0.0001
5 10.8040 0.8266 0.0513 1.0783 0.1923 -0.0658 0.0170 0.0868
6 34.6412 3.1345 0.1731 0.6824 1.4339 0.1449 -1.2209 1.2630
7 9.9832 0.7683 0.0645 1.1008 0.2017 -0.0763 -0.0137 0.1221
8 -6.4174 -0.4981 0.0879 1.1574 -0.1546 0.0819 -0.0463 -0.0529
9 -29.5380 -2.3970 0.0544 0.7670 -0.5749 0.2173 -0.1025 -0.2222
10 4.0142 0.3062 0.0593 1.1350 0.0769 -0.0312 0.0289 0.0159
11 -2.4738 -0.1873 0.0468 1.1248 -0.0415 -0.0024 0.0217 -0.0301
12 -3.9308 -0.3031 0.0793 1.1597 -0.0889 0.0446 -0.0201 -0.0356
13 4.6151 0.3557 0.0777 1.1547 0.1032 -0.0513 0.0255 0.0390
14 -5.3334 -0.4114 0.0783 1.1519 -0.1199 0.0048 0.0751 -0.1014
15 0.6546 0.0505 0.0826 1.1715 0.0152 -0.0025 -0.0079 0.0128
16 -19.9974 -1.7040 0.1945 1.0869 -0.8375 -0.0527 -0.7677 0.6792
17 25.7693 2.0438 0.0433 0.8398 0.4346 0.1251 0.2923 -0.2669
18 20.5740 1.6024 0.0433 0.9364 0.3407 0.0201 0.2359 -0.1512
19 1.9012 0.1424 0.0263 1.1024 0.0234 0.0132 0.0067 -0.0092
20 6.6051 0.5084 0.0722 1.1370 0.1419 -0.0550 0.0880 -0.0095
21 -11.5986 -0.9024 0.0798 1.1012 -0.2657 -0.0493 0.2057 -0.2129
22 -18.6954 -1.4332 0.0241 0.9513 -0.2254 -0.0679 -0.0608 0.0316
23 -24.6198 -1.9309 0.0313 0.8547 -0.3472 0.0276 -0.0380 -0.0988
24 -22.5903 -1.7605 0.0327 0.8931 -0.3237 -0.1978 0.1818 -0.1157
25 13.9371 1.0689 0.0455 1.0371 0.2334 0.2221 -0.0322 -0.0896
26 9.6367 0.7319 0.0409 1.0780 0.1511 0.0685 0.0883 -0.0993
27 9.2840 0.8089 0.2691 1.4025 0.4908 0.0287 0.4551 -0.4109
28 24.0436 1.8870 0.0363 0.8689 0.3663 0.2679 0.1094 -0.2173
29 6.8842 0.5227 0.0464 1.1050 0.1153 0.1087 -0.0081 -0.0512
30 -4.9254 -0.3780 0.0692 1.1429 -0.1031 -0.0535 -0.0650 0.0848
31 -8.7455 -0.6666 0.0497 1.0952 -0.1524 -0.1389 0.0787 -0.0008
32 13.0527 1.0185 0.0803 1.0844 0.3010 0.3000 -0.0738 -0.1154
33 -14.2738 -1.1045 0.0607 1.0480 -0.2806 -0.1587 -0.1625 0.2234
34 0.3052 0.0233 0.0645 1.1490 0.0061 0.0059 -0.0028 -0.0008
35 -1.6962 -0.1292 0.0586 1.1405 -0.0322 -0.0299 -0.0018 0.0187
36 6.5746 0.4999 0.0496 1.1106 0.1142 0.1082 -0.0069 -0.0533
37 2.2933 0.1738 0.0484 1.1272 0.0392 0.0371 -0.0161 -0.0049
38 -11.7984 -0.9024 0.0479 1.0643 -0.2023 -0.1878 0.0932 0.0118
39 -5.6031 -0.4294 0.0657 1.1351 -0.1138 -0.1114 0.0466 0.0214
40 1.6741 0.1272 0.0537 1.1346 0.0303 0.0293 -0.0113 -0.0057
41 -11.4951 -0.8831 0.0570 1.0772 -0.2170 -0.1896 0.1339 -0.0254
42 -6.7596 -0.5135 0.0475 1.1070 -0.1146 -0.1096 0.0399 0.0217
43 -1.0431 -0.0799 0.0687 1.1537 -0.0217 -0.0205 0.0115 0.0011
44 1.0536 0.0788 0.0247 1.1017 0.0125 0.0084 -0.0033 0.0008
45 -6.1919 -0.4760 0.0706 1.1376 -0.1312 -0.1056 0.0956 -0.0339
Sum of Residuals 0
Sum of Squared Residuals 7506.6987
Predicted Resid SS (Press) 8933.7309
Duncan data: Influence Plot 3 Bubble size: Cook's Distance
Model: MODEL1 Dependent Variable: PRESTIGE Prestige
Analysis of Variance
Sum of Mean
Source DF Squares Square F Value Prob>F
Model 2 36180.94579 18090.47290 101.216 0.0001
Error 42 7506.69865 178.73092
C Total 44 43687.64444
Root MSE 13.36903 R-square 0.8282
Dep Mean 47.68889 Adj R-sq 0.8200
C.V. 28.03384
Parameter Estimates
Parameter Standard T for H0:
Variable DF Estimate Error Parameter=0 Prob > |T|
INTERCEP 1 -6.064663 4.27194117 -1.420 0.1631
INCOME 1 0.598733 0.11966735 5.003 0.0001
EDUC 1 0.545834 0.09825264 5.555 0.0001
Variable
Variable DF Label
INTERCEP 1 Intercept
INCOME 1 Income
EDUC 1 Education
Duncan data: Influence Plot 4 Bubble size: Cook's Distance
Hat Diag Cov INTERCEP INCOME
Obs JOB Residual Rstudent H Ratio Dffits Dfbetas Dfbetas
1 Accountant 4.0015 0.3039 0.0509 1.1250 0.0704 -0.0225 0.0007
2 Pilot 4.4725 0.3409 0.0573 1.1307 0.0841 -0.0254 0.0509
3 Architect 0.9430 0.0723 0.0696 1.1550 0.0198 -0.0092 0.0065
4 Author 0.00931 0.0007 0.0649 1.1496 0.0002 -0.0000 -0.0001
5 Chemist 10.8040 0.8266 0.0513 1.0783 0.1923 -0.0658 0.0170
6 Minister 34.6412 3.1345 0.1731 0.6824 1.4339 0.1449 -1.2209
7 Professor 9.9832 0.7683 0.0645 1.1008 0.2017 -0.0763 -0.0137
8 Dentist -6.4174 -0.4981 0.0879 1.1574 -0.1546 0.0819 -0.0463
9 Reporter -29.5380 -2.3970 0.0544 0.7670 -0.5749 0.2173 -0.1025
10 Civil Eng. 4.0142 0.3062 0.0593 1.1350 0.0769 -0.0312 0.0289
11 Undertaker -2.4738 -0.1873 0.0468 1.1248 -0.0415 -0.0024 0.0217
12 Lawyer -3.9308 -0.3031 0.0793 1.1597 -0.0889 0.0446 -0.0201
13 Physician 4.6151 0.3557 0.0777 1.1547 0.1032 -0.0513 0.0255
14 Welfare Wrkr. -5.3334 -0.4114 0.0783 1.1519 -0.1199 0.0048 0.0751
15 PS Teacher 0.6546 0.0505 0.0826 1.1715 0.0152 -0.0025 -0.0079
16 RR Conductor -19.9974 -1.7040 0.1945 1.0869 -0.8375 -0.0527 -0.7677
17 Contractor 25.7693 2.0438 0.0433 0.8398 0.4346 0.1251 0.2923
18 Factory Owner 20.5740 1.6024 0.0433 0.9364 0.3407 0.0201 0.2359
19 Store Manager 1.9012 0.1424 0.0263 1.1024 0.0234 0.0132 0.0067
20 Banker 6.6051 0.5084 0.0722 1.1370 0.1419 -0.0550 0.0880
21 Bookkeeper -11.5986 -0.9024 0.0798 1.1012 -0.2657 -0.0493 0.2057
22 Mail carrier -18.6954 -1.4332 0.0241 0.9513 -0.2254 -0.0679 -0.0608
23 Insur. Agent -24.6198 -1.9309 0.0313 0.8547 -0.3472 0.0276 -0.0380
24 Store clerk -22.5903 -1.7605 0.0327 0.8931 -0.3237 -0.1978 0.1818
25 Carpenter 13.9371 1.0689 0.0455 1.0371 0.2334 0.2221 -0.0322
26 Electrician 9.6367 0.7319 0.0409 1.0780 0.1511 0.0685 0.0883
27 RR Engineer 9.2840 0.8089 0.2691 1.4025 0.4908 0.0287 0.4551
28 Machinist 24.0436 1.8870 0.0363 0.8689 0.3663 0.2679 0.1094
29 Auto repair 6.8842 0.5227 0.0464 1.1050 0.1153 0.1087 -0.0081
30 Plumber -4.9254 -0.3780 0.0692 1.1429 -0.1031 -0.0535 -0.0650
31 Gas stn attn -8.7455 -0.6666 0.0497 1.0952 -0.1524 -0.1389 0.0787
32 Coal miner 13.0527 1.0185 0.0803 1.0844 0.3010 0.3000 -0.0738
33 Motorman -14.2738 -1.1045 0.0607 1.0480 -0.2806 -0.1587 -0.1625
34 Taxi driver 0.3052 0.0233 0.0645 1.1490 0.0061 0.0059 -0.0028
35 Truck driver -1.6962 -0.1292 0.0586 1.1405 -0.0322 -0.0299 -0.0018
36 Machine opr. 6.5746 0.4999 0.0496 1.1106 0.1142 0.1082 -0.0069
37 Barber 2.2933 0.1738 0.0484 1.1272 0.0392 0.0371 -0.0161
38 Bartender -11.7984 -0.9024 0.0479 1.0643 -0.2023 -0.1878 0.0932
39 Shoe-shiner -5.6031 -0.4294 0.0657 1.1351 -0.1138 -0.1114 0.0466
40 Cook 1.6741 0.1272 0.0537 1.1346 0.0303 0.0293 -0.0113
41 Soda clerk -11.4951 -0.8831 0.0570 1.0772 -0.2170 -0.1896 0.1339
42 Watchman -6.7596 -0.5135 0.0475 1.1070 -0.1146 -0.1096 0.0399
43 Janitor -1.0431 -0.0799 0.0687 1.1537 -0.0217 -0.0205 0.0115
44 Policeman 1.0536 0.0788 0.0247 1.1017 0.0125 0.0084 -0.0033
45 Waiter -6.1919 -0.4760 0.0706 1.1376 -0.1312 -0.1056 0.0956
Duncan data: Influence Plot 5 Bubble size: Cook's Distance
EDUC
Obs JOB Dfbetas
1 Accountant 0.0359
2 Pilot -0.0081
3 Architect 0.0056
4 Author 0.0001
5 Chemist 0.0868
6 Minister 1.2630
7 Professor 0.1221
8 Dentist -0.0529
9 Reporter -0.2222
10 Civil Eng. 0.0159
11 Undertaker -0.0301
12 Lawyer -0.0356
13 Physician 0.0390
14 Welfare Wrkr. -0.1014
15 PS Teacher 0.0128
16 RR Conductor 0.6792
17 Contractor -0.2669
18 Factory Owner -0.1512
19 Store Manager -0.0092
20 Banker -0.0095
21 Bookkeeper -0.2129
22 Mail carrier 0.0316
23 Insur. Agent -0.0988
24 Store clerk -0.1157
25 Carpenter -0.0896
26 Electrician -0.0993
27 RR Engineer -0.4109
28 Machinist -0.2173
29 Auto repair -0.0512
30 Plumber 0.0848
31 Gas stn attn -0.0008
32 Coal miner -0.1154
33 Motorman 0.2234
34 Taxi driver -0.0008
35 Truck driver 0.0187
36 Machine opr. -0.0533
37 Barber -0.0049
38 Bartender 0.0118
39 Shoe-shiner 0.0214
40 Cook -0.0057
41 Soda clerk -0.0254
42 Watchman 0.0217
43 Janitor 0.0011
44 Policeman 0.0008
45 Waiter -0.0339
Sum of Residuals 0
Sum of Squared Residuals 7506.6987
Predicted Resid SS (Press) 8933.7309
6
| Regression influence plot for Prestige [GPLOT 09/27/99 ] |  |