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Experience Squared 361.562 -0.00000 (0.0002) Female 0.121 0.031 (0.123) Black 0.186 -0.181 (0.228) Hispanic 0.151 -0.399 (0.254) Asian 0.158 -0.273 (0.177) Other 0.140 -0.010 (0.192) City Dummies Yes Yes *** *** Constant 1.121 0.916 (0.221) (0.225) 2 Adjusted R 0.336 0.353 Residual Std. Error 1.246 (df = 575) 1.229 (df = 564) *p<0.1; **p<0.05; ***p<0.01 Notes: BSG 2014 survey data. N=601. Mean(Dep. Var. = 2.40, SD(Dep. Var.) = 1.53 30

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