From: Adaptive group bridge estimation for high-dimensional partially linear models
Variable | Description | GL | GB | AGB |
---|---|---|---|---|
edu | Number of years of education | 0.0694 | 0.0668 | 0.0635 |
south | 1 = southern region, 0 = other | −0.0723 | −0.0679 | −0.0490 |
sex | 1 = Female, 0 = Male | −0.1999 | −0.1983 | −0.2031 |
union | 1 = union member, 0 = nonmember | 0.1951 | 0.1934 | 0.2030 |
race | 1 = other, 0 = White | −0.0559 | −0.0585 | −0.0582 |
1 = Hispanic, 0 = White | −0.0537 | −0.0615 | −0.0614 | |
occup | 1 = management, 0 = other | 0.1874 | 0.2173 | 0.2516 |
1 = sales, 0 = other | −0.0797 | −0.0809 | −0.0721 | |
1 = clerical, 0 = other | 0.0166 | 0.0262 | 0.0430 | |
1 = service, 0 = other | −0.1171 | −0.1173 | −0.1104 | |
1 = professional, 0 = other | 0.1533 | 0.1768 | 0.2061 | |
sector | 1 = manufacturing, 0 = other | 0.0848 | 0.0912 | 0.0994 |
1 = construction, 0 = other | 0.0546 | 0.0622 | 0.0674 | |
marr | 1 = married, 0 = other | 0.0000 | 0.0000 | 0.0000 |