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Working Paper
Forecasting U.S. Economic Activity with a Small Information Set
Cooper, Daniel H.; Olivei, Giovanni P.; Rhodenhiser, Hannah (2025-06-01)
We provide a parsimonious setup for forecasting U.S. GDP growth and the unemployment rate based on a few fundamental drivers. This setup yields forecasts that are reasonably accurate compared with private-sector and Federal Reserve forecasts over the 1984–2019 and post COVID-19 pandemic periods. This result is achieved by jointly estimating the processes for GDP growth and the unemployment rate, with the constraint that GDP and unemployment follow Okun’s law in first differences. This setup can be easily extended to replace the variables in the information set with factors that might ...
Working Papers , Paper 25-4

Working Paper
Technological innovation in mortgage underwriting and the growth in credit, 1985–2015
Foote, Christopher L.; Loewenstein, Lara; Willen, Paul S. (2019-11-01)
The application of information technology to finance, or ?fintech,? is expected to revolutionize many aspects of borrowing and lending in the future, but technology has been reshaping consumer and mortgage lending for many years. During the 1990s, computerization allowed mortgage lenders to reduce loan-processing times and largely replace human-based assessments of credit risk with default predictions generated by sophisticated empirical models. Debt-to-income ratios at origination add little to the predictive power of these models, so the new automated underwriting systems allowed higher ...
Working Papers , Paper 19-11

Working Paper
A Theory of Intrinsic Inflation Persistence
Van Zandweghe, Willem; Kurozumi, Takushi (2019-08-29)
We propose a novel theory of intrinsic inflation persistence by introducing trend inflation and variable elasticity of demand in a model with staggered price and wage setting. Under nonzero trend inflation, the variable elasticity generates intrinsic persistence in inflation through a measure of price dispersion stemming from staggered price setting. It also introduces intrinsic persistence in wage inflation under staggered wage setting, which affects price inflation. With the theory we show that inflation exhibits a persistent, hump-shaped response to a monetary policy shock. We also show ...
Working Papers , Paper 19-16

Working Paper
The Effect of Component Disaggregation on Measures of the Median and Trimmed-Mean CPI
Garciga, Christian; Verbrugge, Randal J.; Zaman, Saeed (2024-01-04)
For decades, the Federal Reserve Bank of Cleveland (FRBC) has produced median and trimmed-mean consumer price index (CPI) measures. These have proven useful in various contexts, such as forecasting and understanding post-COVID inflation dynamics. Revisions to the FRBC methodology have historically involved increasing the level of disaggregation in the CPI components, which has improved accuracy. Thus, it may seem logical that further disaggregation would continue to enhance its accuracy. However, we theoretically demonstrate that this may not necessarily be the case. We then explore the ...
Working Papers , Paper 24-02

Working Paper
The Postpandemic U.S. Immigration Surge: New Facts and Inflationary Implications
Cheremukhin, Anton A.; Hur, Sewon; Mau, Ron; Mertens, Karel; Richter, Alexander W.; Zhou, Xiaoqing (2024-10-01)
The U.S. experienced an extraordinary postpandemic surge in unauthorized immigration. This paper combines administrative data on border encounters and immigration court records with household survey data to document two new facts about these immigrants: They tend to be hand-to-mouth consumers and low-skilled workers that complement the existing workforce. We build these features into a model with capital, household heterogeneity and population growth to study the inflationary effects of this episode. Contrary to the popular view, we find little effect on inflation, as the increase in supply ...
Working Papers , Paper 2407

Working Paper
A steady-state approach to trend/cycle decomposition of regime-switching processes
Piger, Jeremy M.; Morley, James (2005)
In this paper, we present a new approach to trend/cycle decomposition under the assumption that the trend is the permanent component and the cycle is the transitory component of an integrated time series. The permanent component is defined as the steady-state level of the series, a definition that has exploitable forecasting implications useful for identification. We operationalize the steady-state approach for regime-switching processes and we use generated data from such processes to demonstrate the advantages of the steady-state approach over alternative approaches to trend/cycle ...
Working Papers , Paper 2004-006

Working Paper
The Evolution of Lifetime Hours and the Gender Wage Gap
Leukhina, Oksana; Vandenbroucke, Guillaume (2023-09)
The gender wage gap decreased (opened) from 1940 to 1975 and then increased (closed) until 2010. We use the model introduced in Ben-Porath (1967) to assess the role of gender differences in life cycle profiles of market time in explaining this dynamics. Men's profiles changed little across cohorts, but women's profiles converged to that of men implying, eventually, stronger incentives for women to accumulate human capital. We calibrate the model and find that (1) The 1940-75 decrease of the gap was because men valued human capital more than women due to their working more. The 1975-10 ...
Working Papers , Paper 2022-025

Working Paper
Learning and the Great Moderation
Singh, Aarti; Bullard, James B. (2009)
We study a stylized theory of the volatility reduction in the U.S. after 1984?the Great Moderation?which attributes part of the stabilization to less volatile shocks and another part to more difficult inference on the part of Bayesian households attempting to learn the latent state of the economy. We use a standard equilibrium business cycle model with technology following an unobserved regime-switching process. After 1984, according to Kim and Nelson (1999a), the variance of U.S. macroeconomic aggregates declined because boom and recession regimes moved closer together, keeping conditional ...
Working Papers , Paper 2007-027

Working Paper
Self-Fulfilling Debt Crises, Revisited: The Art of the Desperate Deal
Stangebye, Zachary; Aguiar, Mark; Cole, Harold L.; Chatterjee, Satyajit (2017-03-27)
We revisit self-fulfilling rollover crises by introducing an alternative equilibrium selection that involves bond auctions at depressed but strictly positive equilibrium prices, a scenario in line with observed sovereign debt crises. We refer to these auctions as ?desperate deals?, the defining feature of which is a price schedule that makes the government indifferent to default or repayment. The government randomizes at the time of repayment, which we show can be implemented in pure strategies by introducing stochastic political payoffs or external bailouts. Quantitatively, auctions at ...
Working Papers , Paper 17-7

Working Paper
Growth effects of progressive taxes
Sarte, Pierre-Daniel G.; Li, Wenli (2003)
The authors study the effects of progressive taxes in conventional endogenous growth models augmented to include heterogeneous households. In contrast to representative agent models with flat-rate taxes, this framework allows us to distinguish between marginal tax rates and the empirical proxies that are typically used for these rates such as the share of tax revenue, or government expenditures, in GDP. The analysis then illustrates how the endogenous nature of these proxy variables causes them to be weakly correlated, or even increase, with economic growth. This study, therefore, helps ...
Working Papers , Paper 03-15

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