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Working Paper
Nonparametric estimation of the impact of taxes on female labor supply
Econometric models with nonlinear budgets sets frequently arise in the study of impact of taxation on labor supply. Blomquist and Newey (2002) have suggested a nonparametric method to estimate the uncompensated wage and income effects when the budget set is nonlinear. This paper extends their nonparametric estimation method to censored dependent variables. The modified method is applied to estimate female wage and income elasticities using the 1987 PSID. I find evidence of bias if the nonlinearity in the budget set is ignored. The median compensated elasticity is estimated at 1.19 (with a ...
Working Paper
Labor Market Effects of Credit Constraints: Evidence from a Natural Experiment
We exploit the 1998 and 2003 constitutional amendment in Texas?allowing home equity loans and lines of credit for non-housing purposes?as natural experiments to estimate the effect of easier credit access on the labor market. Using state-level as well as county-level data and the synthetic control approach, we find that easier access to housing credit led to a notably lower labor force participation rate between 1998 and 2007. We show that our findings are remarkably robust to improved synthetic control methods based on insights from machine-learning. We explore treatment effect heterogeneity ...
Journal Article
Texas Top-Rated State for Firm Relocations
Texas is the leading destination for companies relocating from other states. The economic benefits of the moves may be best measured in terms of the ancillary activity generated rather than the benefits directly attributable to the relocations.
Working Paper
The elasticity of intertemporal substitution: new evidence from 401(k) participation
A key parameter in economics is the elasticity of intertemporal substitution (EIS), which measures the extent to which consumers shift total expenditures across time in response to changes in the effective rate of return. In contrast to the previous literature, which primarily has relied on Euler equation methods and generated a wide range of estimates, we show how a life-cycle-consistent econometric specification of employee 401(k) participation along with plausibly exogenous variation in rates of return due to employer matching contributions can be used to generate new estimates of the EIS. ...
Working Paper
Nonlinear Budget Set Regressions for the Random Utility Model
This paper is about the nonparametric regression of a choice variable on a nonlinear budget set when there is general heterogeneity, i.e., in the random utility model (RUM). We show that utility maximization makes this a three-dimensional regression with piecewise linear, convex budget sets with a more parsimonious specification than previously derived. We show that the regression allows for measurement and/or optimization errors in the outcome variable. We characterize all of the restrictions of utility maximization on the budget set regression and show how to check these restrictions. We ...
Working Paper
Do restrictions on home equity extraction contribute to lower mortgage defaults? evidence from a policy discontinuity at the Texas’ border
Texas is the only US state that limits home equity borrowing to 80 percent of home value. This paper exploits this policy discontinuity around the Texas? interstate borders and uses a multidimensional regression discontinuity design framework to find that limits on home equity borrowing in Texas lowered the likelihood of mortgage default by about 1 percentage point for all mortgages and 2-4 percentage points for nonprime mortgages. Estimated nonprime mortgage default hazards within 25 to 100 miles on either side of the Texas? border are about 15 percent smaller as one crosses into Texas.
Trade Tensions Cloud Outlook as Texas Experiences Moderate Growth
The region’s moderate expansion continues, despite a weakening outlook. Job gains were solid in May, with most industries and major metros adding to payrolls, and labor markets remaining historically tight.
Working Paper
Estimating Taxable Income Responses with Elasticity Heterogeneity
We extend a standard taxable income model with its typical functional-form assumptions to account for nonlinear budget sets. We propose a new method to estimate taxable income elasticity that is more policy relevant than the typically estimated elasticity based on linearized budget sets. Using U.S. data from the NBER tax panel for 1979-1990 and differencing methods, we estimate an elasticity of 0.75 for taxable income and 0.20 for broad income. These estimates are higher than those obtained by specifications based on linearization. Our approach offers a new way to address the problem of ...
Working Paper
Labor Market Effects of Credit Constraints: Evidence from a Natural Experiment
We exploit the 1997 and 2003 constitutional amendments in Texas—allowing home equity loans and lines of credit for non-housing purposes—as natural experiments to estimate the effect of easier credit access on the labor market. Using state-level as well as micro data and the synthetic control approach, we find that easier access to housing credit led to a 1.2 percentage point average decline in the labor force participation rate between 1997 and 2007. We show that our findings are remarkably robust to improved synthetic control methods based on insights from machine-learning. We also find ...
Labor Economy at Greater Risk in Texas than U.S. During COVID-19 Crisis
The coronavirus crisis could more adversely affect the Texas economy than the U.S. economy due to the state’s relatively large share of at-risk jobs, a review of data suggests.