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Author:Kumar, Anil 

Journal Article
Hotter summer days heat up Texans but chill the state economy

As climate change intensifies over the next decade, summer heat waves will likely become more common and severe. The effect on Texas GDP growth is likely to be twice as pronounced as in the rest of the U.S. Meanwhile, the effect on job growth will likely be relatively subdued but vary widely across sectors.
Southwest Economy

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 Papers , Paper 2219

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 micro 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 ...
Working Papers , Paper 1810

Texas economic growth outpaces nation despite persistent downside risks

Texas employment growth advanced in May, continuing to surpass the national average.
Dallas Fed Economics

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 ...
Working Papers , Paper 1810

Working Paper
A closer look at the Phillips curve using state-level data

Studies that estimate the Phillips curve for the U.S. use mainly national-level data and find mixed evidence of nonlinearity, with some recent studies either rejecting nonlinearity or estimating only modest convexity. In addition, most studies do not make a distinction between the relative impacts of short-term vs. long-term unemployment on wage inflation. Using state-level data from 1982 to 2013, we find strong evidence that the wage-price Phillips curve is nonlinear and convex; declines in the unemployment rate below the average unemployment rate exert significantly higher wage pressure ...
Working Papers , Paper 1409

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.
Dallas Fed Economics

Journal Article
Texas twist: why did state's unemployment fall below nation's?

Symbolic of Texas’ relative economic health during the recent recession, the unemployment rate has trailed U.S. joblessness by an average 1 percentage point since January 2007.
Southwest Economy , Issue Q3 , Pages 3-7

Cost of Texas’ 2021 Deep Freeze Justifies Weatherization

Our analysis indicates winterizing for extreme winter weather events appears financially reasonable.
Dallas Fed Economics

Journal Article
Who doesn't have health insurance and why

Southwest Economy , Issue Nov , Pages 1-4

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