(1)	(2)
VARIABLES	Naive Regression	Full Regression
		
urban	0.0337***	0.0625***
	(0.000378)	(0.000342)
female		-0.0917***
		(0.000331)
age		0.000180***
		(1.23e-05)
Less_HS		-0.0508***
		(0.00167)
HS		0.139***
		(0.00162)
Some_college		0.199***
		(0.00163)
BA		0.288***
		(0.00164)
Grad		0.319***
		(0.00166)
race_black		-0.103***
		(0.000560)
race_native_american		-0.0895***
		(0.00167)
race_chinese		-0.0736***
		(0.00142)
race_japanese		-0.0557***
		(0.00300)
race_other_asian_pac_isl		-0.0622***
		(0.000832)
occ		2.60e-05***
		(6.64e-08)
ind		3.21e-05***
		(5.42e-08)
Constant	0.659***	0.282***
	(0.000306)	(0.00173)
		
Observations	6,711,115	6,711,115
R-squared	0.001	0.198
Robust standard errors in parentheses		
*** p<0.01, ** p<0.05, * p<0.1