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. Author manuscript; available in PMC: 2014 Mar 15.
Published in final edited form as: J Hum Resour. 2011 Jun 20;46(3):482–517. doi: 10.3368/jhr.46.3.482

Appendix Table 6.

Predicting Empirical Kink Points

Dependent Variable: Empirical Kink Point
White Non-
Hispanic
White Non-
Hispanic
Black Non-
Hispanic
Black Non-
Hispanic
Hispanic Hispanic
Unweighted Weighted Unweighted Weighted Unweighted Weighted
I II III IV V VI
Reference Group Median 0.8211**
(0.1482)
0.8196**
(0.1905)
0.6371**
(0.1938)
0.5676
(0.3820)
0.6930*
(0.2573)
0.6579
(0.4770)
Year*Ed Group Dummies yes yes yes yes yes yes
CMSA Dummies yes yes yes yes yes yes

Number of Observations 1171 1171 474 474 255 255
R-Squared 0.540 0.671 0.573 0.595 0.564 0.604

Notes: Standard errors in parentheses are clustered on CMSA.

+, *,**

indicate staistical significance at the 10, 5, and 1 percent level respectively. The unit of observation is the metropolitan area-race/ethnicity-education-year cell. Weighted regressions are weighted by estimated reference group population.