Hausman-Taylor Estimation
/*--------------------------------------------------------------
SAS Sample Library
Name: panex05.sas
Description: Example program from SAS/ETS User's Guide,
The PANEL Procedure
Title: Hausman-Taylor Estimation
Product: SAS/ETS Software
Keys: panel data
PROC: PANEL
Notes:
--------------------------------------------------------------*/
data psid;
input id t lwage wks south smsa ms exp exp2 occ ind union fem blk ed;
label id = 'Person ID'
t = 'Time'
lwage = 'Log(wages)'
wks = 'Weeks worked'
south = '1 if resides in the South'
smsa = '1 if resides in SMSA'
ms = '1 if married'
exp = 'Years full-time experience'
exp2 = 'exp squared'
occ = '1 if blue-collar occupation'
ind = '1 if manufacturing'
union = '1 if union contract'
fem = '1 if female'
blk = '1 if black'
ed = 'Years of education';
datalines;
1 1 5.5606799126 32 1 0 1 3 9 0 0 0 0 0 9
1 2 5.7203102112 43 1 0 1 4 16 0 0 0 0 0 9
1 3 5.9964499474 40 1 0 1 5 25 0 0 0 0 0 9
1 4 5.9964499474 39 1 0 1 6 36 0 0 0 0 0 9
1 5 6.0614600182 42 1 0 1 7 49 0 1 0 0 0 9
1 6 6.1737899780 35 1 0 1 8 64 0 1 0 0 0 9
1 7 6.2441701889 32 1 0 1 9 81 0 1 0 0 0 9
2 1 6.1633100510 34 0 0 1 30 900 1 0 0 0 0 11
2 2 6.2146100998 27 0 0 1 31 961 1 0 0 0 0 11
2 3 6.2634000778 33 0 0 1 32 1024 1 1 1 0 0 11
2 4 6.5439100266 30 0 0 1 33 1089 1 1 0 0 0 11
2 5 6.6970300674 30 0 0 1 34 1156 1 1 0 0 0 11
2 6 6.7912201881 37 0 0 1 35 1225 1 1 0 0 0 11
2 7 6.8156399727 30 0 0 1 36 1296 1 1 0 0 0 11
3 1 5.6524901390 50 0 0 1 6 36 1 1 1 0 0 12
3 2 6.4361500740 51 0 0 1 7 49 1 1 1 0 0 12
3 3 6.5482201576 50 0 0 1 8 64 1 1 1 0 0 12
3 4 6.6025900841 52 0 0 1 9 81 1 1 1 0 0 12
3 5 6.6957998276 52 0 0 1 10 100 1 1 1 0 0 12
3 6 6.7787799835 52 0 0 0 11 121 1 1 1 0 0 12
3 7 6.8606600761 46 0 0 0 12 144 1 1 1 0 0 12
4 1 6.1569800377 52 0 1 0 31 961 1 0 0 1 1 10
4 2 6.2383198738 46 0 1 0 32 1024 1 0 0 1 1 10
4 3 6.3007898331 46 0 1 0 33 1089 1 0 0 1 1 10
4 4 6.3595700264 49 0 1 0 34 1156 1 0 0 1 1 10
4 5 6.4692502022 44 0 1 0 35 1225 1 0 0 1 1 10
4 6 6.5624399185 52 0 1 0 36 1296 1 0 0 1 1 10
4 7 6.6214098930 46 0 1 0 37 1369 1 0 0 1 1 10
5 1 6.4377498627 50 0 0 1 10 100 1 0 1 0 0 16
5 2 6.6200699806 46 0 0 1 11 121 1 0 1 0 0 16
5 3 6.6333198547 40 0 0 1 12 144 1 0 1 0 0 16
5 4 6.9828600883 50 0 0 1 13 169 0 0 0 0 0 16
5 5 7.0475201607 47 0 1 1 14 196 1 0 0 0 0 16
5 6 7.3132200241 47 0 0 1 15 225 0 0 0 0 0 16
5 7 7.2957401276 49 0 0 1 16 256 0 0 0 0 0 16
6 1 6.9057497978 44 0 1 1 26 676 1 1 0 0 0 12
6 2 6.9057497978 47 0 1 1 27 729 1 1 0 0 0 12
6 3 6.9077601433 47 0 1 1 28 784 1 1 0 0 0 12
6 4 7.0030698776 47 0 1 1 29 841 1 1 0 0 0 12
6 5 7.0690197945 44 0 1 1 30 900 1 1 0 0 0 12
6 6 7.5202298164 45 0 1 1 31 961 1 1 0 0 0 12
6 7 7.3388900757 47 0 1 1 32 1024 1 1 0 0 0 12
7 1 6.1333999634 46 0 0 1 15 225 1 0 1 0 0 12
7 2 6.1737899780 48 0 0 1 16 256 1 0 1 0 0 12
7 3 6.2126097679 49 0 0 1 17 289 1 0 1 0 0 12
7 4 6.3135499954 46 0 0 1 18 324 1 0 1 0 0 12
7 5 6.3750200272 47 0 0 1 19 361 1 0 1 0 0 12
7 6 6.4457201958 47 0 0 1 20 400 1 0 1 0 0 12
7 7 6.5220899582 48 0 0 1 21 441 1 0 1 0 0 12
8 1 6.3315000534 51 1 0 1 23 529 1 1 1 0 0 10
8 2 6.4035701752 50 1 0 1 24 576 1 1 1 0 0 10
8 3 6.5439100266 50 1 0 1 25 625 1 1 1 0 0 10
8 4 6.5624399185 50 1 0 1 26 676 1 1 1 0 0 10
8 5 6.5916700363 44 0 1 1 27 729 1 1 1 0 0 10
8 6 6.8178300858 51 0 1 1 28 784 1 1 1 0 0 10
8 7 6.8916301727 51 0 1 1 29 841 1 1 1 0 0 10
9 1 6.5510802269 50 1 1 1 3 9 0 0 0 0 0 16
9 2 6.5510802269 48 1 1 1 4 16 0 0 0 0 0 16
9 3 6.8023900986 50 1 1 1 5 25 0 0 0 0 0 16
9 4 6.9077601433 48 1 1 1 6 36 0 0 0 0 0 16
9 5 7.0900797844 48 1 1 1 7 49 0 0 0 0 0 16
9 6 7.1701197624 44 1 1 1 8 64 0 0 0 0 0 16
9 7 7.2078599930 48 1 1 1 9 81 0 0 0 0 0 16
10 1 6.3969302177 49 1 1 1 3 9 0 0 0 0 0 16
10 2 6.4377498627 47 1 1 1 4 16 0 0 0 0 0 16
10 3 6.4377498627 46 1 1 1 5 25 0 0 0 0 0 16
10 4 6.4377498627 44 1 1 1 6 36 0 0 0 0 0 16
10 5 6.5220899582 43 1 1 1 7 49 0 0 0 0 0 16
10 6 6.6133799553 34 1 1 1 8 64 0 0 0 0 0 16
10 7 6.7393398285 40 1 1 1 9 81 0 0 0 0 0 16
11 1 6.6580100060 47 0 1 0 24 576 1 0 1 0 0 12
11 2 6.7262301445 48 0 1 0 25 625 1 0 1 0 0 12
11 3 6.8023900986 45 0 1 0 26 676 1 0 1 0 0 12
11 4 6.9077601433 45 0 1 1 27 729 1 0 1 0 0 12
11 5 7.0396599770 47 0 1 1 28 784 1 0 1 0 0 12
11 6 7.1276898384 17 0 1 1 29 841 1 0 1 0 0 12
11 7 7.2442297935 47 0 1 1 30 900 1 0 1 0 0 12
12 1 6.5510802269 47 1 1 1 21 441 1 0 1 0 0 12
12 2 6.6293601990 46 1 1 1 22 484 1 0 1 0 0 12
12 3 6.7226300240 47 1 1 1 23 529 1 0 1 0 0 12
12 4 6.7333998680 47 1 1 1 24 576 1 0 1 0 0 12
12 5 6.7226300240 47 1 1 1 25 625 1 0 1 0 0 12
12 6 6.9517698288 47 1 1 1 26 676 1 0 1 0 0 12
12 7 7.0527200699 46 1 1 1 27 729 1 0 1 0 0 12
13 1 6.9057497978 48 1 1 1 26 676 1 0 0 0 0 12
13 2 6.9007301331 48 1 1 1 27 729 1 0 0 0 0 12
13 3 7.1701197624 50 1 1 1 28 784 1 0 0 0 0 12
13 4 7.2654299736 48 1 1 1 29 841 1 0 0 0 0 12
13 5 7.2591199875 48 1 1 1 30 900 1 0 0 0 0 12
13 6 7.2548799515 46 1 1 1 31 961 0 0 0 0 0 12
13 7 7.4000101089 46 1 1 1 32 1024 1 0 0 0 0 12
14 1 6.8023900986 45 1 1 1 15 225 0 0 0 0 0 17
14 2 6.8023900986 45 1 1 1 16 256 0 0 0 0 0 17
14 3 6.9256000519 45 1 1 1 17 289 0 0 0 0 0 17
14 4 7.0030698776 44 1 1 1 18 324 0 0 0 0 0 17
14 5 7.1308999062 44 1 1 1 19 361 0 0 0 0 0 17
14 6 7.1244797707 44 1 1 1 20 400 0 0 0 0 0 17
14 7 7.1228699684 44 1 1 1 21 441 0 0 0 0 0 17
15 1 5.9401698112 50 0 0 0 9 81 0 0 0 1 0 14
15 2 5.8607897758 46 0 0 0 10 100 0 0 0 1 0 14
15 3 5.9989399910 48 0 0 0 11 121 0 0 0 1 0 14
15 4 6.0844998360 46 0 0 0 12 144 0 0 0 1 0 14
15 5 6.3952598572 48 0 0 0 13 169 0 0 0 1 0 14
15 6 6.4769701958 41 0 0 0 14 196 0 0 0 1 0 14
15 7 6.4769701958 48 0 0 0 15 225 0 0 0 1 0 14
16 1 5.9788899422 50 1 1 0 16 256 1 0 0 1 1 12
16 2 5.7838301659 50 1 1 0 17 289 1 0 0 1 1 12
16 3 5.8579301834 48 1 1 0 18 324 1 0 0 1 1 12
16 4 5.9532399178 48 1 1 0 19 361 1 0 0 1 1 12
16 5 6.1463298798 50 1 1 0 20 400 1 0 0 1 1 12
16 6 6.1758699417 50 1 1 0 21 441 1 0 0 1 1 12
16 7 6.3885598183 49 1 1 0 22 484 1 0 0 1 1 12
17 1 6.6200699806 49 0 0 1 16 256 0 1 0 0 0 14
17 2 6.4922399521 48 0 0 1 17 289 0 1 0 0 0 14
17 3 6.7799201012 49 0 0 1 18 324 0 1 0 0 0 14
17 4 6.7452402115 50 0 0 1 19 361 0 1 0 0 0 14
17 5 7.0900797844 51 0 0 1 20 400 0 1 0 0 0 14
17 6 7.1308999062 46 0 0 1 21 441 0 1 0 0 0 14
17 7 7.1308999062 47 0 0 1 22 484 0 1 0 0 0 14
18 1 6.9057497978 47 1 1 1 25 625 0 1 0 0 0 16
18 2 6.9057497978 46 1 1 1 26 676 0 1 0 0 0 16
18 3 7.6009001732 47 1 1 1 27 729 0 1 0 0 0 16
18 4 7.6496901512 47 1 1 1 28 784 0 1 0 0 0 16
18 5 7.7186899185 47 1 1 1 29 841 0 1 0 0 0 16
18 6 7.7832198143 48 1 1 1 30 900 0 1 0 0 0 16
18 7 7.8038401604 47 1 1 1 31 961 0 1 0 0 0 16
19 1 6.3868799210 37 0 1 1 40 1600 1 1 1 0 0 12
19 2 6.4738898277 49 0 1 1 41 1681 1 1 1 0 0 12
19 3 6.5424699783 50 0 1 1 42 1764 1 1 1 0 0 12
19 4 6.6758198738 47 0 1 1 43 1849 1 1 1 0 0 12
19 5 6.7417001724 47 0 1 1 44 1936 1 1 1 0 0 12
19 6 6.8319501877 25 0 1 1 45 2025 1 1 1 0 0 12
19 7 6.9363398552 40 0 1 1 46 2116 1 1 1 0 0 12
20 1 6.7833299637 50 0 0 1 25 625 0 0 0 0 0 16
20 2 6.8575100899 49 0 0 1 26 676 0 1 0 0 0 16
20 3 6.9847202301 49 0 0 1 27 729 0 1 0 0 0 16
20 4 7.0578999519 48 0 0 1 28 784 0 1 0 0 0 16
20 5 7.2056398392 48 0 0 1 29 841 0 1 0 0 0 16
20 6 7.1098799706 49 0 0 1 30 900 0 1 0 0 0 16
20 7 7.2668299675 48 0 0 1 31 961 0 1 0 0 0 16
21 1 6.0591201782 42 1 0 1 28 784 1 1 1 0 0 4
21 2 6.0520901680 46 1 0 1 29 841 1 1 1 0 0 4
21 3 5.9914598465 49 1 0 1 30 900 1 1 1 0 0 4
21 4 6.2146100998 49 1 0 1 31 961 1 1 1 0 0 4
21 5 6.3243598938 48 1 0 1 32 1024 1 0 1 0 0 4
21 6 6.4425401688 45 1 0 1 33 1089 1 0 1 0 0 4
21 7 6.4425401688 42 1 0 1 34 1156 1 1 1 0 0 4
22 1 6.5998702049 46 0 0 1 20 400 0 0 0 0 0 14
22 2 6.5998702049 45 0 0 1 21 441 0 0 0 0 0 14
22 3 6.6846098900 44 0 0 1 22 484 0 0 0 0 0 14
22 4 6.7274298668 46 0 0 1 23 529 0 0 0 0 0 14
22 5 6.8824400902 47 0 0 1 24 576 0 0 0 0 0 14
22 6 6.9565501213 51 0 0 1 25 625 0 1 0 0 0 14
22 7 7.0475201607 47 0 0 1 26 676 0 0 0 0 0 14
23 1 6.9057497978 50 0 1 1 11 121 0 0 0 0 0 16
23 2 6.9057497978 50 0 1 1 12 144 0 0 0 0 0 16
23 3 7.4955401421 51 0 1 1 13 169 0 0 0 0 0 16
23 4 7.6615300179 50 0 1 1 14 196 0 0 0 0 0 16
23 5 7.8632698059 48 0 1 1 15 225 0 0 0 0 0 16
23 6 8.0391597748 47 0 1 1 16 256 0 0 0 0 0 16
23 7 7.8935699463 50 0 1 1 17 289 0 0 0 0 0 16
24 1 5.4380798340 30 0 0 0 5 25 0 0 0 1 0 12
24 2 5.5214600563 51 0 0 0 6 36 0 0 0 1 0 12
24 3 5.5797300339 51 0 0 0 7 49 1 0 0 1 0 12
24 4 5.6698799133 52 0 0 0 8 64 1 0 0 1 0 12
24 5 5.7365698814 49 0 0 0 9 81 1 0 0 1 0 12
24 6 5.8435401917 51 0 0 0 10 100 1 0 1 1 0 12
24 7 5.8579301834 50 0 0 0 11 121 1 0 0 1 0 12
25 1 6.5294198990 37 0 1 1 8 64 0 0 1 0 0 17
25 2 6.5792498589 39 0 1 1 9 81 0 0 1 0 0 17
25 3 6.7153801918 40 0 1 1 10 100 0 0 1 0 0 17
25 4 6.6846098900 38 0 1 1 11 121 0 0 1 0 0 17
25 5 6.7912201881 38 0 1 1 12 144 0 0 1 0 0 17
25 6 6.9754099846 39 0 1 1 13 169 0 0 1 0 0 17
25 7 6.9077601433 41 0 1 1 14 196 0 0 1 0 0 17
26 1 6.4769701958 48 1 1 1 14 196 0 1 0 0 0 15
26 2 6.5510802269 47 1 1 1 15 225 1 1 0 0 0 15
26 3 6.8669300079 49 1 1 1 16 256 0 1 0 0 0 15
26 4 6.8564600945 48 1 1 1 17 289 0 1 0 0 0 15
26 5 7.2793197632 47 1 1 1 18 324 0 1 0 0 0 15
26 6 7.5496101379 47 1 1 1 19 361 0 1 0 0 0 15
26 7 7.3670802116 48 1 1 1 20 400 0 1 0 0 0 15
27 1 6.0161600113 50 0 1 0 8 64 0 0 0 0 0 16
27 2 6.9057497978 52 0 1 0 9 81 0 0 0 0 0 16
27 3 7.0475201607 48 0 0 0 10 100 0 0 0 0 0 16
27 4 7.2619299889 50 0 0 0 11 121 0 0 0 0 0 16
27 5 7.0900797844 50 0 0 0 12 144 0 0 0 0 0 16
27 6 6.9631900787 45 0 0 0 13 169 0 0 0 0 0 16
27 7 7.3132200241 23 0 0 0 14 196 0 0 0 0 0 16
28 1 6.7333998680 50 0 1 1 26 676 1 0 0 0 0 12
28 2 6.6970300674 50 0 1 1 27 729 1 0 0 0 0 12
28 3 6.6846098900 50 0 1 1 28 784 1 0 0 0 0 12
28 4 6.7452402115 50 0 1 1 29 841 1 0 0 0 0 12
28 5 6.7310199738 50 0 1 1 30 900 1 0 0 0 0 12
28 6 6.8023900986 49 0 1 1 31 961 1 0 0 0 0 12
28 7 6.7452402115 49 0 1 1 32 1024 1 0 0 0 0 12
29 1 6.9057497978 49 0 1 1 31 961 0 0 0 0 0 14
29 2 6.9057497978 49 0 1 1 32 1024 0 0 0 0 0 14
29 3 7.0621900558 49 0 1 1 33 1089 0 0 0 0 0 14
29 4 7.5755801201 49 0 1 1 34 1156 0 0 0 0 0 14
29 5 7.6732201576 50 0 1 1 35 1225 0 0 0 0 0 14
29 6 7.4730701447 49 0 1 1 36 1296 0 0 0 0 0 14
29 7 7.5600800514 49 0 1 1 37 1369 0 0 0 0 0 14
30 1 6.1964402199 47 1 1 0 17 289 0 0 0 1 0 12
30 2 6.2989501953 47 1 1 0 18 324 0 0 0 1 0 12
30 3 6.3315000534 48 1 1 0 19 361 0 0 0 1 0 12
30 4 6.3630299568 49 1 1 0 20 400 0 0 0 1 0 12
30 5 6.4815797806 49 1 1 0 21 441 0 0 0 1 0 12
30 6 6.5778598785 45 1 1 0 22 484 0 0 0 1 0 12
30 7 6.6437897682 49 1 1 0 23 529 0 0 0 1 0 12
31 1 6.9057497978 48 0 1 1 22 484 0 1 0 0 0 17
31 2 6.9057497978 48 0 1 1 23 529 0 1 0 0 0 17
31 3 7.3132200241 48 0 1 1 24 576 0 1 0 0 0 17
31 4 7.2442297935 47 0 1 1 25 625 0 1 0 0 0 17
31 5 7.4843702316 43 0 1 1 26 676 0 1 0 0 0 17
31 6 7.5496101379 47 0 1 1 27 729 0 0 0 0 0 17
31 7 7.6133198738 45 0 1 1 28 784 0 1 0 0 0 17
32 1 6.9057497978 50 0 1 1 30 900 0 1 0 0 0 16
32 2 6.9057497978 49 0 1 1 31 961 0 1 0 0 0 16
32 3 7.4673700333 49 0 1 1 32 1024 0 1 0 0 0 16
32 4 7.4085302353 48 0 1 1 33 1089 0 1 0 0 0 16
32 5 7.6058897972 49 0 1 1 34 1156 0 1 0 0 0 16
32 6 8.0487899780 47 0 1 1 35 1225 0 1 0 0 0 16
32 7 7.7406601906 47 0 1 1 36 1296 0 1 0 0 0 16
33 1 6.9057497978 51 0 1 1 14 196 0 0 0 0 0 16
33 2 6.9057497978 47 0 1 1 15 225 0 0 0 0 0 16
33 3 7.1701197624 51 0 1 1 16 256 0 0 0 0 0 16
33 4 7.2793197632 47 0 1 1 17 289 0 0 0 0 0 16
33 5 7.2406501770 48 0 1 1 18 324 0 0 0 0 0 16
33 6 7.3777599335 50 0 1 1 19 361 0 0 0 0 0 16
33 7 7.4673700333 49 0 1 1 20 400 0 0 0 0 0 16
34 1 5.7589001656 48 1 0 1 45 2025 1 0 0 0 0 8
34 2 5.8607897758 48 1 0 1 46 2116 1 0 0 0 0 8
34 3 5.8230500221 48 1 0 1 47 2209 1 0 0 0 0 8
34 4 5.9480299950 49 1 0 1 48 2304 1 0 0 0 0 8
34 5 6.2480401993 50 1 0 1 49 2401 1 0 0 0 0 8
34 6 6.2065801620 48 1 0 1 50 2500 1 0 0 0 0 8
34 7 5.9839401245 46 1 0 1 51 2601 1 0 0 0 0 8
35 1 6.5147099495 30 0 1 1 8 64 1 0 1 0 1 13
35 2 6.6107001305 49 0 1 1 9 81 1 1 1 0 1 13
35 3 6.3969302177 48 0 1 1 10 100 1 1 1 0 1 13
35 4 6.7522702217 49 0 1 1 11 121 1 1 1 0 1 13
35 5 6.8865299225 34 0 1 1 12 144 1 1 1 0 1 13
35 6 7.0121197701 48 0 1 1 13 169 1 1 1 0 1 13
35 7 7.0255398750 45 0 1 1 14 196 1 1 1 0 1 13
36 1 6.6200699806 52 1 1 1 15 225 1 0 0 0 0 10
36 2 6.7742199898 47 1 1 1 16 256 0 0 0 0 0 10
36 3 7.1308999062 50 1 0 1 17 289 0 0 0 0 0 10
36 4 7.0884099007 50 1 0 1 18 324 0 0 0 0 0 10
36 5 7.1308999062 48 1 1 1 19 361 0 0 0 0 0 10
36 6 6.9077601433 50 1 1 1 20 400 0 0 0 0 0 10
36 7 7.1800699234 41 1 1 1 21 441 0 0 0 0 0 10
37 1 6.9057497978 52 0 1 1 12 144 0 0 0 0 0 14
37 2 6.7417001724 47 0 1 1 13 169 0 0 0 0 0 14
37 3 7.0030698776 50 0 1 1 14 196 0 0 0 0 0 14
37 4 7.1308999062 49 0 1 1 15 225 0 0 0 0 0 14
37 5 7.1428298950 50 0 1 1 16 256 0 0 0 0 0 14
37 6 7.2827601433 48 0 1 1 17 289 0 0 0 0 0 14
37 7 7.4091401100 49 0 1 0 18 324 0 0 0 0 0 14
38 1 6.0520901680 48 0 0 1 10 100 1 1 1 0 0 12
38 2 6.0520901680 49 0 0 1 11 121 1 1 1 0 0 12
38 3 6.0520901680 48 0 0 1 12 144 1 1 1 0 0 12
38 4 6.3681898117 48 0 0 1 13 169 1 1 1 0 0 12
38 5 6.4361500740 49 0 0 1 14 196 1 1 1 0 0 12
38 6 6.5496501923 48 0 0 1 15 225 0 1 1 0 0 12
38 7 6.5220899582 49 0 0 1 16 256 1 1 1 0 0 12
39 1 6.4769701958 47 0 1 1 6 36 0 0 0 0 0 13
39 2 6.5861701965 51 0 1 0 7 49 0 0 0 0 0 13
39 3 6.4769701958 48 0 1 0 8 64 0 0 0 0 0 13
39 4 6.5294198990 50 0 1 0 9 81 0 0 0 0 0 13
39 5 6.8023900986 50 0 1 0 10 100 0 0 0 0 0 13
39 6 6.7799201012 52 0 1 0 11 121 0 0 0 0 0 13
39 7 6.8079299927 51 0 1 1 12 144 0 0 0 0 0 13
40 1 6.3578400612 47 1 0 1 30 900 0 0 1 0 0 8
40 2 6.4997901917 39 1 0 1 31 961 0 0 1 0 0 8
40 3 6.5820298195 32 1 0 1 32 1024 0 0 1 0 0 8
40 4 6.6945600510 35 1 0 1 33 1089 0 0 1 0 0 8
40 5 6.7878398895 47 1 0 1 34 1156 0 0 1 0 0 8
40 6 6.9077601433 45 1 0 1 35 1225 0 0 1 0 0 8
40 7 7.3581900597 47 1 0 1 36 1296 0 0 1 0 0 8
41 1 6.9057497978 50 1 1 1 20 400 0 0 0 0 0 16
41 2 6.9057497978 50 1 1 1 21 441 0 0 0 0 0 16
41 3 7.3777599335 50 1 1 1 22 484 0 0 0 0 0 16
41 4 7.4910898209 50 1 1 1 23 529 0 0 0 0 0 16
41 5 7.5755801201 50 1 1 1 24 576 0 0 0 0 0 16
41 6 7.5283298492 48 1 1 1 25 625 0 0 0 0 0 16
41 7 7.7449998856 47 1 1 1 26 676 0 0 0 0 0 16
42 1 6.2185997963 38 0 1 0 30 900 1 1 1 1 1 12
42 2 6.4937500954 41 0 1 0 31 961 1 0 1 1 1 12
42 3 6.5806398392 51 0 1 0 32 1024 1 0 1 1 1 12
42 4 6.6895999908 50 0 1 0 33 1089 1 1 1 1 1 12
42 5 6.7934699059 42 0 1 0 34 1156 1 1 1 1 1 12
42 6 6.9246101379 50 0 1 0 35 1225 1 1 1 1 1 12
42 7 7.0255398750 49 0 1 0 36 1296 1 1 1 1 1 12
43 1 6.6846098900 49 0 1 1 5 25 0 0 0 0 0 16
43 2 6.8437500000 47 0 1 1 6 36 0 0 0 0 0 16
43 3 6.9077601433 48 0 1 1 7 49 0 0 0 0 0 16
43 4 7.0030698776 49 0 1 1 8 64 0 0 0 0 0 16
43 5 7.1308999062 46 0 1 1 9 81 0 0 0 0 0 16
43 6 7.4085302353 45 0 1 1 10 100 0 0 0 0 0 16
43 7 7.4383797646 49 0 1 1 11 121 0 0 0 0 0 16
44 1 6.9057497978 48 0 1 1 7 49 0 1 0 0 0 17
44 2 6.9057497978 48 0 1 1 8 64 0 1 0 0 0 17
44 3 7.2078599930 48 0 1 1 9 81 0 1 0 0 0 17
44 4 7.3132200241 47 0 1 1 10 100 0 1 0 0 0 17
44 5 7.4383797646 46 0 1 1 11 121 0 1 0 0 0 17
44 6 7.4933199883 46 0 1 1 12 144 0 1 0 0 0 17
44 7 7.6009001732 46 0 1 1 13 169 0 1 0 0 0 17
45 1 6.2245597839 49 0 1 0 13 169 0 0 0 1 0 13
45 2 6.3332800865 50 0 1 0 14 196 0 0 0 1 0 13
45 3 6.3099198341 50 0 1 0 15 225 0 0 0 1 0 13
45 4 6.4769701958 50 0 1 0 16 256 0 0 0 1 0 13
45 5 6.6333198547 50 0 1 0 17 289 0 0 0 1 0 13
45 6 6.6821098328 50 0 1 0 18 324 0 0 0 1 0 13
45 7 6.6528601646 49 0 1 0 19 361 0 0 0 1 0 13
46 1 6.1268701553 42 0 0 1 6 36 1 0 1 0 0 12
46 2 6.2324500084 44 0 0 1 7 49 1 0 1 0 0 12
46 3 6.3261499405 48 0 0 1 8 64 1 0 1 0 0 12
46 4 6.3243598938 47 0 0 1 9 81 1 0 1 0 0 12
46 5 6.4677000046 48 0 0 1 10 100 1 0 1 0 0 12
46 6 6.6066498756 47 0 0 1 11 121 0 0 1 0 0 12
46 7 6.5510802269 47 0 0 1 12 144 1 0 1 0 0 12
47 1 6.9057497978 48 0 1 1 26 676 0 0 0 0 0 14
47 2 6.9057497978 49 0 1 1 27 729 0 0 0 0 0 14
47 3 7.0475201607 48 0 1 1 28 784 0 0 0 0 0 14
47 4 7.0900797844 48 0 1 1 29 841 0 0 0 0 0 14
47 5 7.2078599930 48 0 1 1 30 900 0 0 0 0 0 14
47 6 7.1180200577 47 0 1 1 31 961 0 0 0 0 0 14
47 7 7.0900797844 48 0 1 1 32 1024 0 0 0 0 0 14
48 1 6.9057497978 50 0 1 0 26 676 0 1 0 0 0 16
48 2 6.9057497978 50 0 1 0 27 729 0 1 0 0 0 16
48 3 7.1308999062 50 0 1 0 28 784 0 1 0 0 0 16
48 4 7.2262101173 50 0 1 0 29 841 0 1 0 0 0 16
48 5 7.1308999062 48 0 1 1 30 900 0 1 0 0 0 16
48 6 7.3132200241 41 0 1 1 31 961 0 1 0 0 0 16
48 7 7.4383797646 49 0 1 0 32 1024 0 1 0 0 0 16
49 1 6.9057497978 47 0 0 1 31 961 0 1 0 0 0 16
49 2 6.9057497978 46 0 0 1 32 1024 0 1 0 0 0 16
49 3 7.6009001732 47 0 0 1 33 1089 0 1 0 0 0 16
49 4 7.6760101318 48 0 0 1 34 1156 0 1 0 0 0 16
49 5 7.7020998001 47 0 0 1 35 1225 0 1 0 0 0 16
49 6 7.6962099075 49 0 0 1 36 1296 0 1 0 0 0 16
49 7 7.8208398819 48 0 0 1 37 1369 0 1 0 0 0 16
50 1 6.2709898949 50 0 1 0 31 961 0 0 1 1 0 12
50 2 6.3985900879 45 0 1 0 32 1024 0 0 1 1 0 12
50 3 6.4831099510 43 0 1 0 33 1089 0 0 1 1 0 12
50 4 6.5567798615 48 0 1 0 34 1156 0 0 1 1 0 12
50 5 6.6554398537 46 0 1 0 35 1225 0 0 1 1 0 12
50 6 6.7487602234 32 0 1 0 36 1296 0 0 1 1 0 12
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569 3 6.6200699806 51 0 1 1 21 441 1 1 0 0 0 12
569 4 6.9077601433 49 0 1 1 22 484 1 1 0 0 0 12
569 5 7.0475201607 49 0 1 1 23 529 1 1 0 0 0 12
569 6 7.2591199875 49 0 1 1 24 576 1 1 0 0 0 12
569 7 7.1592898369 51 0 1 1 25 625 1 1 0 0 0 12
570 1 5.8171100616 48 0 1 0 8 64 1 0 0 1 0 12
570 2 5.8860998154 46 0 1 0 9 81 1 0 0 1 0 12
570 3 5.9989399910 49 0 1 0 10 100 1 0 0 1 0 12
570 4 6.0661101341 49 0 1 0 11 121 0 0 0 1 0 12
570 5 6.1441898346 49 0 1 0 12 144 1 0 0 1 0 12
570 6 6.2915701866 49 0 1 0 13 169 1 0 0 1 0 12
570 7 6.3630299568 48 0 1 0 14 196 1 0 0 1 0 12
571 1 6.3456401825 50 0 1 1 8 64 1 0 1 0 0 12
571 2 6.4738898277 50 0 1 1 9 81 1 0 1 0 0 12
571 3 6.8243699074 51 0 1 1 10 100 1 0 1 0 0 12
571 4 6.8976998329 50 0 1 1 11 121 0 0 1 0 0 12
571 5 6.9707298279 49 0 1 1 12 144 0 0 1 0 0 12
571 6 7.0475201607 50 0 1 1 13 169 1 0 1 0 0 12
571 7 6.9127402306 50 0 1 1 14 196 1 0 1 0 0 12
572 1 5.7037801743 30 0 1 1 3 9 1 0 0 0 0 11
572 2 5.9914598465 50 0 1 0 4 16 1 0 0 0 0 11
572 3 6.2146100998 48 0 1 1 5 25 1 0 0 0 0 11
572 4 6.4457201958 48 0 0 1 6 36 1 0 0 0 0 11
572 5 6.3969302177 40 0 1 1 7 49 1 0 0 0 0 11
572 6 6.6200699806 51 0 1 1 8 64 1 0 0 0 0 11
572 7 6.2265400887 50 0 1 1 9 81 1 0 0 0 0 11
573 1 6.1092500687 51 1 1 1 5 25 0 0 1 0 0 12
573 2 6.2146100998 51 1 1 1 6 36 1 0 1 0 0 12
573 3 6.2595801353 49 1 1 1 7 49 1 0 1 0 0 12
573 4 6.3062801361 50 1 1 1 8 64 1 0 1 0 0 12
573 5 6.4068799019 50 1 1 1 9 81 1 0 1 0 0 12
573 6 6.4831099510 50 1 1 1 10 100 1 0 0 0 0 12
573 7 6.6200699806 51 1 1 1 11 121 1 1 1 0 0 12
574 1 6.2822699547 49 1 1 1 4 16 1 0 0 0 0 12
574 2 6.3885598183 48 1 1 1 5 25 1 0 0 0 0 12
574 3 6.4552001953 48 1 1 1 6 36 1 0 0 0 0 12
574 4 6.6669597626 49 1 0 1 7 49 1 0 0 0 0 12
574 5 6.8351798058 49 1 0 1 8 64 1 0 0 0 0 12
574 6 6.9077601433 49 1 0 1 9 81 1 0 0 0 0 12
574 7 6.9754099846 48 1 0 1 10 100 1 0 0 0 0 12
575 1 5.7960600853 49 0 1 1 6 36 0 0 0 0 0 14
575 2 5.9814100266 50 0 1 1 7 49 0 0 0 0 0 14
575 3 6.0402498245 49 0 1 1 8 64 0 0 0 0 0 14
575 4 6.1717000008 49 0 1 1 9 81 0 0 0 0 0 14
575 5 6.2897200584 49 0 1 1 10 100 0 0 0 0 0 14
575 6 6.3952598572 49 0 1 1 11 121 0 0 0 0 0 14
575 7 6.5778598785 49 0 1 1 12 144 0 0 0 0 0 14
576 1 6.2146100998 50 0 1 0 2 4 0 0 0 0 0 12
576 2 6.2634000778 50 0 1 1 3 9 0 0 0 0 0 12
576 3 6.3099198341 45 0 1 1 4 16 0 0 0 0 0 12
576 4 6.4769701958 48 0 1 1 5 25 0 0 0 0 0 12
576 5 6.3969302177 51 0 1 1 6 36 0 0 0 0 0 12
576 6 6.6846098900 51 0 1 1 7 49 0 0 0 0 0 12
576 7 6.6846098900 50 0 1 1 8 64 0 0 0 0 0 12
577 1 5.9269299507 30 0 0 1 10 100 1 0 0 0 0 12
577 2 5.9914598465 52 0 0 1 11 121 1 0 0 0 0 12
577 3 6.1092500687 52 0 0 1 12 144 1 0 0 0 0 12
577 4 6.2146100998 50 0 0 1 13 169 1 0 0 0 0 12
577 5 6.2634000778 51 0 0 1 14 196 1 0 0 0 0 12
577 6 6.3969302177 51 0 0 1 15 225 1 0 0 0 0 12
577 7 6.5510802269 50 0 0 1 16 256 1 0 0 0 0 12
578 1 6.3935899734 40 0 0 1 6 36 1 1 0 0 0 13
578 2 6.4614701271 49 0 0 1 7 49 1 1 0 0 0 13
578 3 6.4488902092 49 0 0 1 8 64 1 1 0 0 0 13
578 4 6.6372599602 49 0 0 1 9 81 1 1 0 0 0 13
578 5 6.7592601776 50 0 0 1 10 100 1 1 0 0 0 13
578 6 6.8351798058 46 0 0 1 11 121 1 1 0 0 0 13
578 7 6.9196801186 45 0 0 1 12 144 1 1 0 0 0 13
579 1 5.7960600853 51 1 1 0 3 9 0 0 0 1 0 16
579 2 5.9269299507 50 1 1 0 4 16 0 0 0 1 0 16
579 3 5.9661498070 50 1 1 0 5 25 0 0 0 1 0 16
579 4 6.1737899780 50 1 1 0 6 36 0 0 0 1 0 16
579 5 6.4769701958 47 1 1 0 7 49 0 0 0 1 0 16
579 6 6.7007298470 50 1 1 0 8 64 0 0 0 1 0 16
579 7 6.7129597664 51 1 1 0 9 81 0 0 0 1 0 16
580 1 6.2915701866 51 0 1 1 5 25 1 1 1 0 0 12
580 2 6.3885598183 42 0 1 1 6 36 1 1 1 0 0 12
580 3 6.4614701271 48 0 1 1 7 49 1 1 1 0 0 12
580 4 6.5792498589 47 0 1 1 8 64 1 1 1 0 0 12
580 5 6.6066498756 49 0 1 1 9 81 1 1 1 0 0 12
580 6 6.7153801918 48 0 1 1 10 100 1 0 1 0 0 12
580 7 6.9939298630 46 0 1 1 11 121 1 1 0 0 0 12
581 1 6.7742199898 39 0 1 1 8 64 0 0 1 0 0 17
581 2 6.7742199898 40 0 1 1 9 81 0 0 1 0 0 17
581 3 6.8926401138 41 0 1 1 10 100 0 0 1 0 0 17
581 4 6.9565501213 34 0 0 1 11 121 0 0 1 0 0 17
581 5 6.9565501213 50 0 1 1 12 144 0 0 1 0 0 17
581 6 7.1891698837 40 0 1 1 13 169 0 0 1 0 0 17
581 7 7.2861900330 38 0 1 1 14 196 0 0 1 0 0 17
582 1 5.7037801743 47 0 1 0 2 4 1 0 0 0 0 12
582 2 6.1181001663 31 0 1 0 3 9 1 0 0 0 0 12
582 3 6.3969302177 45 0 1 0 4 16 1 0 0 0 0 12
582 4 6.7274298668 51 0 1 0 5 25 1 0 0 0 0 12
582 5 6.7878398895 49 0 1 0 6 36 1 0 0 0 0 12
582 6 6.9177098274 50 0 1 0 7 49 1 0 0 0 0 12
582 7 6.9622402191 51 0 1 0 8 64 1 0 0 0 0 12
583 1 6.2934198380 50 0 0 1 7 49 1 1 0 0 0 12
583 2 6.5132298470 50 0 0 1 8 64 1 1 0 0 0 12
583 3 6.6489801407 46 0 0 1 9 81 1 1 0 0 0 12
583 4 6.8834600449 47 0 0 1 10 100 1 1 0 0 0 12
583 5 7.0475201607 43 0 0 1 11 121 1 1 0 0 0 12
583 6 7.1293001175 44 0 0 1 12 144 1 1 0 0 0 12
583 7 7.1685800552 47 0 0 1 13 169 1 1 0 0 0 12
584 1 6.2146100998 52 0 1 1 5 25 1 0 0 0 0 12
584 2 6.3099198341 51 0 1 1 6 36 1 0 0 0 0 12
584 3 6.6528601646 49 0 1 1 7 49 1 0 0 0 0 12
584 4 6.5323300362 50 0 1 1 8 64 1 0 0 0 0 12
584 5 6.6025900841 49 0 1 1 9 81 1 0 0 0 0 12
584 6 6.7007298470 50 0 1 1 10 100 1 0 0 0 0 12
584 7 6.6528601646 50 0 1 1 11 121 1 0 0 0 0 12
585 1 6.5510802269 50 0 1 1 5 25 0 0 0 0 0 16
585 2 6.5861701965 51 0 1 1 6 36 0 0 0 0 0 16
585 3 6.6846098900 48 0 1 1 7 49 0 0 0 0 0 16
585 4 6.7799201012 51 0 1 1 8 64 0 0 0 0 0 16
585 5 6.9077601433 48 0 1 1 9 81 0 0 0 0 0 16
585 6 7.0570402145 50 0 1 1 10 100 0 0 0 0 0 16
585 7 7.0273098946 49 0 1 1 11 121 0 0 0 0 0 16
586 1 5.6869797707 51 1 0 1 14 196 1 1 0 0 0 10
586 2 5.7037801743 51 1 0 1 15 225 1 1 0 0 0 10
586 3 5.8435401917 51 1 0 1 16 256 1 1 0 0 0 10
586 4 5.9914598465 51 1 0 1 17 289 1 1 0 0 0 10
586 5 6.0637898445 51 1 0 1 18 324 1 1 0 0 0 10
586 6 6.1092500687 50 1 0 1 19 361 1 1 0 0 0 10
586 7 5.9914598465 30 1 0 1 20 400 1 1 0 0 0 10
587 1 6.6187400818 50 0 1 1 12 144 1 0 1 0 1 12
587 2 6.7031898499 50 0 1 1 13 169 1 0 1 0 1 12
587 3 6.7889699936 49 0 1 1 14 196 1 0 1 0 1 12
587 4 6.8844900131 49 0 1 1 15 225 1 0 1 0 1 12
587 5 7.0783400536 48 0 1 1 16 256 1 0 1 0 1 12
587 6 7.1188302040 48 0 1 1 17 289 1 0 1 0 1 12
587 7 7.1793098450 48 0 1 1 18 324 1 0 1 0 1 12
588 1 5.4380798340 51 1 0 1 1 1 0 0 0 0 0 16
588 2 5.9269299507 50 1 1 1 2 4 0 0 0 0 0 16
588 3 6.0520901680 49 1 1 1 3 9 0 0 0 0 0 16
588 4 6.1070199013 49 1 1 1 4 16 0 0 0 0 0 16
588 5 6.5778598785 49 1 1 1 5 25 0 0 0 0 0 16
588 6 6.3561100960 50 1 1 1 6 36 0 0 0 0 0 16
588 7 6.8023900986 50 1 1 1 7 49 0 0 0 0 0 16
589 1 6.6669597626 48 0 1 1 31 961 1 0 1 0 0 12
589 2 6.7369699478 47 0 1 1 32 1024 1 0 1 0 0 12
589 3 6.8046097755 46 0 1 1 33 1089 1 0 1 0 0 12
589 4 6.8752298355 47 0 1 1 34 1156 1 0 1 0 0 12
589 5 6.9508099556 47 0 1 1 35 1225 1 0 1 0 0 12
589 6 7.0783400536 46 0 1 1 36 1296 1 0 1 0 0 12
589 7 7.1701197624 46 0 1 1 37 1369 1 0 1 0 0 12
590 1 6.3368301392 44 0 1 1 3 9 1 1 1 0 0 12
590 2 6.5337901115 45 0 1 1 4 16 1 1 1 0 0 12
590 3 6.6200699806 44 0 1 1 5 25 1 1 1 0 0 12
590 4 6.5930399895 43 0 1 1 6 36 1 1 1 0 0 12
590 5 6.8112401962 44 0 1 1 7 49 1 1 1 0 0 12
590 6 6.8134398460 43 0 1 1 8 64 1 1 1 0 0 12
590 7 6.8700499535 44 0 1 1 9 81 1 1 1 0 0 12
591 1 6.4645900726 46 0 1 1 34 1156 1 1 1 0 0 8
591 2 6.4769701958 46 0 1 1 35 1225 1 1 1 0 0 8
591 3 6.6093502045 42 0 1 1 36 1296 1 1 1 0 0 8
591 4 6.5510802269 38 0 1 1 37 1369 1 1 1 0 0 8
591 5 6.7707901001 46 0 1 1 38 1444 1 1 1 0 0 8
591 6 6.8564600945 45 0 1 1 39 1521 1 1 1 0 0 8
591 7 6.8564600945 46 0 1 1 40 1600 1 1 1 0 0 8
592 1 6.4997901917 15 0 1 1 6 36 1 1 1 0 0 13
592 2 6.5161900520 47 0 1 1 7 49 1 1 0 0 0 13
592 3 6.6515698433 49 0 1 1 8 64 1 1 1 0 0 13
592 4 6.7684898376 47 0 1 1 9 81 1 1 1 0 0 13
592 5 6.8384099007 50 0 1 1 10 100 1 1 1 0 0 13
592 6 6.8679699898 49 0 1 1 11 121 1 1 1 0 0 13
592 7 7.0613298416 47 0 1 1 12 144 1 1 1 0 0 13
593 1 5.2983198166 39 1 0 0 10 100 1 0 0 0 1 8
593 2 5.4161000252 48 1 0 0 11 121 1 0 0 0 1 8
593 3 5.4161000252 40 1 0 0 12 144 1 0 0 0 1 8
593 4 5.4161000252 29 1 0 0 13 169 1 0 0 0 1 8
593 5 5.7037801743 40 1 0 0 14 196 1 0 0 0 1 8
593 6 5.7037801743 48 1 0 0 15 225 1 0 0 0 1 8
593 7 5.6767501831 40 1 0 0 16 256 1 0 0 0 1 8
594 1 6.4248700142 49 0 1 1 7 49 1 1 1 0 0 12
594 2 6.4800400734 48 0 1 1 8 64 1 1 1 0 0 12
594 3 6.5736799240 48 0 1 1 9 81 1 1 1 0 0 12
594 4 6.6908397675 48 0 1 1 10 100 1 1 1 0 0 12
594 5 6.7867197990 45 0 1 1 11 121 1 1 1 0 0 12
594 6 6.9196801186 49 0 1 1 12 144 1 1 1 0 0 12
594 7 7.0475201607 47 0 1 1 13 169 1 1 1 0 0 12
595 1 5.6869797707 52 0 1 0 1 1 0 0 0 1 0 12
595 2 5.8579301834 50 0 1 0 2 4 0 0 0 1 0 12
595 3 5.9532399178 50 0 1 0 3 9 0 0 0 1 0 12
595 4 6.0637898445 49 0 1 0 4 16 0 0 0 1 0 12
595 5 6.2146100998 50 0 1 0 5 25 0 0 0 1 0 12
595 6 6.2915701866 50 0 1 0 6 36 0 0 0 1 0 12
595 7 6.3716101646 50 0 1 0 7 49 0 0 0 1 0 12
;
/* One-way random effects */
proc panel data=psid;
id id t;
model lwage = wks south smsa ms exp exp2 occ
ind union fem blk ed / ranone;
run;
/* Hausman-Taylor */
proc panel data=psid;
id id t;
instruments correlated = (wks ms exp exp2 union ed);
model lwage = wks south smsa ms exp exp2 occ
ind union fem blk ed / htaylor;
run;
/* Amemiya-MaCurdy */
proc panel data=psid;
id id t;
instruments correlated = (wks ms exp exp2 union ed);
model lwage = wks south smsa ms exp exp2 occ
ind union fem blk ed / amacurdy;
run;