Working Papers
Working Papers
Job Market Paper
Recent evidence shows that contractionary monetary policy raises U.S. housing rents even as house prices fall. I argue that this response reflects a shift in housing demand toward renting in segmented markets: tighter credit raises the cost of owning for constrained households, and because converting housing to rental use is costly, rental supply cannot expand enough to absorb the added demand, so rents rise. I quantify this mechanism in a New Keynesian model estimated on 1975-2019 U.S. data and disciplined jointly by the rent response to monetary policy and the slope of the tenure-supply curve. Tightening monetary policy in response to rising rents can reinforce the shift toward renting, and thus rental pressure. Excluding shelter from the target improves welfare, and a re-optimized rule with a stronger response to goods inflation improves it further. A stabilization objective that places most weight on aggregate inflation, relative to the output gap, selects a rule with nearly the same inflation and output-gap volatility. Additional responses to rents or house prices add little.
š¾ When the Fed chases its own tail: a non-technical summary (for family and friends)
Revise & Resubmit, Journal of Financial Economics
This paper studies how monetary policy affects rents. We provide comprehensive measures of rent inflation at a micro-geographic scale by constructing a new repeat-rent index. Using our index, we estimate the impulse responses of rents to monetary policy shocks across local housing markets. On average, contractionary monetary policy shifts household demand from the owner-occupied market to the rental market and increases rents. The average effect masks substantial heterogeneity across markets. The effect is greater in markets where household borrowing constraints are more binding, where landlords rely more heavily on debt financing, and where renter and owner markets are more segmented.
Cited in (policy): IMF, Philadelphia Fed, Bank of CanadaĀ
Media: Marketplace, Columbia
Work in Progress
Decomposing Rent Inequality in the U.S. (with Mark Perez)
Dispersion in U.S. asking rents has risen, mostly across ZIP codes but also within them. Combining rental listings and property characteristics with tenantsā characteristics and residential histories, we examine how much of rent inequality reflects landlord and property-manager pricing rather than tenants, housing quality, or location.
Individual-Average vs. Aggregate Estimators in Panel Models with Heterogeneous Loadings
How should we estimate average responses to aggregate shocks using micro panel data? One can estimate responses separately for each unit and average, pool the panel, or aggregate the data before estimation. The question goes back to Grunfeld and Griliches (1960) and Pesaran and Smith (1995). This work in progress revisits it for current applications.
Measuring U.S. Rent Inflation: A Model-Based All-Tenant Index
Rental listings reveal asking rents but not what continuing tenants pay. I build high-frequency national and local rent indices that cover all tenants, and examine whether they improve rent-inflation forecasts and clarify how monetary policy affects rents.
Immigration and Nativesā Educational Attainment: Evidence from Three Sudden InflowsĀ
Do sudden immigrant inflows change nativesā educational attainment? Studying three episodes in France, Miami, and Israel, I distinguish schooling responses from changes in who lives where. The French evidence points to lower attainment among exposed native cohorts. In Miami and Israel, apparent effects largely reflect sorting, while schooling responses remain imprecisely estimated.