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Author:Hu, Luojia 

Working Paper
Estimation of a transformation model with truncation, interval observation and time-varying covariates

Abrevaya (1999b) considered estimation of a transformation model in the presence of left-truncation. This paper observes that a cross-sectional version of the statistical model considered in Frederiksen, Honor, and Hu (2007) is a generalization of the model considered by Abrevaya (1999b) and the generalized model can be estimated by a pairwise comparison version of one of the estimators in Frederiksen, Honor, and Hu (2007). Specifically, our generalization will allow for discretized observations of the dependent variable and for piecewise constant time- varying explanatory variables.
Working Paper Series , Paper WP-09-16

Working Paper
The COVID-19 Pandemic and Asian American Employment

This paper documents that the employment of Asian Americans with no college education has been especially hard hit by the economic crisis associated with the Covid-19 pandemic. This cannot be explained by differences in demographics or in job characteristics. Asian American employment is also harder hit unconditional on education. This suggests that different selection into education levels across ethnic groups alone cannot explain the main results. This pattern does not apply to the 2008 economic crisis. Our findings suggest that this period might be fundamentally different from the previous ...
Working Paper Series , Paper WP-2020-19

Working Paper
Credit Score Doctors

We study how the existence of cutoffs in credit scores affects the behavior of homebuyers. Borrowers are more likely to purchase houses after their credit scores cross over a cutoff to qualify them for a higher credit score bin. However, the credit accounts of these individuals (crossover group) are more likely to become delinquent within four years following home purchases than the accounts of those who had stayed in the same bin (non-crossover group). The effect is not only concentrated in subprime bins, but in other bins as well. It is neither limited to pre-crisis period nor curtailed by ...
Working Paper Series , Paper WP 2020-07

Working Paper
Credit Score Doctors

We study how the existence of cutoffs in credit scores affects the behavior of homebuyers. Borrowers are more likely to purchase houses after their credit scores cross over a cutoff to qualify them for a higher credit score bin. However, the credit accounts of these individuals (crossover group) are more likely to become delinquent within four years following home purchases than the accounts of those who had stayed in the same bin (non-crossover group). The effect is not only concentrated in subprime bins, but in other bins as well. It is neither limited to pre-crisis period nor curtailed by ...
Working Paper Series , Paper WP-2020-07

Working Paper
Displacement, asymmetric information and heterogeneous human capital

In a seminal paper Gibbons and Katz (1991; GK) develop and empirically test an asymmetric information model of the labor market. The model predicts that wage losses following displacement should be larger for layoffs than for plant closings, which was borne out by data from the Displaced Workers Survey (DWS). In this paper, we take advantage of many more years of DWS data to examine how the difference in wage losses across plant closing and layoff varies with race and gender. We find that the differences between white males and the other groups are striking and complex. The "lemons" effect ...
Working Paper Series , Paper WP-08-02

Newsletter
How Much Did the Minimum Wage Drive Real Wage Growth During the Late 2010s?

For much of the recent expansion, real wage growth was surprisingly sluggish, by some measures never reaching its pace prior to the 2008 financial crisis, despite tight labor markets that drove the unemployment rate to 3.5%. However, on average, the lowest-earning workers fared substantially better, consistently experiencing real wage growth of 6% or more for much of the late 2010s, a pace well above the previous two decades.
Chicago Fed Letter , Issue 435

Newsletter
Unit Labor Costs and Inflation in the Non-Housing Service Sector

Inflation remains high, and it is critical to understand the components of inflation. Inflation in core goods has declined over much of the past year. Inflation in housing services remains high, but the growth in rental rates of units available for rent has fallen in recent months. This suggests measured inflation in housing services, which includes rents on both occupied and vacant units, is likely to moderate over the coming year as rents on occupied units catch up to those of vacant units.
Chicago Fed Letter , Volume No 477

Newsletter
Explaining the decline in the U.S. labor force participation rate

The authors conclude that just under half of the post-1999 decline in the U.S. labor force participation rate, or LFPR (the proportion of the working-age population that is employed or unemployed and seeking work), can be explained by long-running demographic patterns, such as the retirement of baby boomers. These patterns are expected to continue, offsetting LFPR improvements due to economic recovery.
Chicago Fed Letter , Issue Mar

Journal Article
Do labor market activities help predict inflation?

The authors conduct an empirical analysis of the role of labor market activities in inflation and conclude that wage growth is not very informative for predicting price inflation. But price inflation does seem to help predict wage growth.
Economic Perspectives , Volume 34 , Issue Q II

Newsletter
Changing Labor Force Composition and the Natural Rate of Unemployment

This article discusses why changes in the composition of the labor force may have lowered the natural (or trend) rate of unemployment?the unemployment rate that would prevail in an economy making full use of its productive resources?to 5 percent or less. A lower natural rate may help explain why wage inflation and price inflation remain low despite actual unemployment recently reaching 5.5 percent?a figure only slightly above prominent estimates of the natural rate, such as that of the Congressional Budget Office (CBO). Demographic and other changes should continue to lower the natural rate ...
Chicago Fed Letter

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