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CHAPTER 1. BANKRUPTCY 53<br />

Table 1.2: Implied First Stage Estimates<br />

Dependent variable: ln(w<br />

(1) (2) (3) (4)<br />

Instruments<br />

Basel<strong>in</strong>e <strong>in</strong>strument 1.00<br />

(0.04)<br />

Homestead <strong>in</strong>strument 0.38<br />

(0.06)<br />

Non-homestead <strong>in</strong>strument 1.10<br />

(0.10)<br />

Historical homestead <strong>in</strong>strument<br />

Age group<br />

1.41<br />

(0.31)<br />

35-44 -0.14 -0.14 -0.13 -0.12<br />

(0.02) (0.02) (0.02) (0.02)<br />

45-54 -0.20 -0.20 -0.20 -0.20<br />

(0.03) (0.03) (0.03) (0.04)<br />

55-64 -0.23 -0.23 -0.21 -0.22<br />

Family structure<br />

(0.04) (0.04) (0.04) (0.04)<br />

Couple -0.21 -0.21 -0.20 -0.22<br />

(0.03) (0.03) (0.03) (0.03)<br />

S<strong>in</strong>gle parent -0.02 -0.02 -0.02 0.00<br />

(0.03) (0.03) (0.03) (0.03)<br />

Couple with children -0.27 -0.26 -0.26 -0.26<br />

Race<br />

(0.03) (0.03) (0.03) (0.04)<br />

Non-white 0.00 -0.01 0.01 0.02<br />

Education<br />

(0.02) (0.03) (0.02) (0.02)<br />

High school to some college 0.02 0.03 0.03 0.05<br />

(0.03) (0.03) (0.03) (0.02)<br />

College or greater -0.01 0.00 0.01 0.01<br />

(0.03) (0.03) (0.03) (0.03)<br />

S )<br />

Income polynomial (4th order) Yes Yes Yes Yes<br />

State controls Yes Yes Yes Yes<br />

R-squared 0.89 0.88 0.88 0.89<br />

N 20,265 20,265 20,265 17,418<br />

F-statistic on excluded <strong>in</strong>strument 494.06 36.16 116.93 20.95<br />

Prob > F 0.00 0.00 0.00 0.00<br />

Notes: The basel<strong>in</strong>e <strong>in</strong>strument is mean log seizable assets for a constant, nationally representative sample of households<br />

as though they lived <strong>in</strong> that state. The homestead, non-homestead, <strong>and</strong> historical homestead <strong>in</strong>struments are constructed<br />

similarly us<strong>in</strong>g seizable home equity, non-homestead seizable assets, <strong>and</strong> seizable home equity under <strong>in</strong>flation-adjusted<br />

1920 homestead exemption laws. The excluded demographic groups are age 18-34, s<strong>in</strong>gle, less than high school, <strong>and</strong><br />

white. The state controls are mean <strong>in</strong>come, percent unemployed, <strong>and</strong> percent covered by Medicaid. Robust st<strong>and</strong>ard errors<br />

clustered at the state level <strong>in</strong> parentheses. Pooled 1999 to 2005 PSID exclud<strong>in</strong>g households with <strong>public</strong> <strong>in</strong>surance or a head<br />

age 65 or older. Inflation-adjusted to 2005 us<strong>in</strong>g the CPI-U.

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