Hausman-Taylor Estimation

/*--------------------------------------------------------------

                    SAS Sample Library

        Name: panex04.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
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31   6  7.5496101379  47  0  1  1  27  729   0  0  0  0  0  17
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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 sort data=psid;
   by id t;
run;

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;