Publications
Identifying Monetary Policy Shocks Through External Constraints
[Forthcoming at the Journal of Macroeconomics]
This paper proposes a new strategy for the identification of monetary policy shocks in SVARs. It combines traditional sign restrictions with external variable constraints on high-frequency monetary surprises and Federal Reserve internal forecasts. I employ it to evaluate the transmission of US monetary policy over the period 1965-2007. First, I find that contractionary monetary policy shocks unequivocally decrease output, sharpening the ambiguous implications of standard sign-restricted SVARs. Second, I show that the identified monetary policy shocks and monetary policy equations are consistent, respectively, with a narrative reading of the times and Taylor-type rules. Finally, I implement an algorithm for robust Bayesian inference in SVARs identified with external variable constraints, providing further evidence in support of this approach.
Presented at: Econometric Society European Meeting (ESEM) 2022, Econometric Society Australasia Meeting (ESAM) 2022, International Association for Applied Econometrics (IAAE) Annual Conference 2022, Scottish Economic Society (SES) Annual Conference 2022, Newcastle Economics Research and Development (NERD) Conference 2022, 4th QMUL Economics and Finance Workshop for PhD & Post-doctoral Students, 10th SIdE Workshop for PhD Students in Econometrics and Empirical Economics, Workshop in Empirical and Theoretical Macroeconomics at King's College London, 1st UEA Time Series Workshop.
Best Macroeconomics Paper Award at Newcastle Economics Research and Development (NERD) Conference 2022
Working Papers
Estimation and Inference of the Forecast Error Variance Decomposition for Set-Identified SVARs (with J. Marlow and A. Volpicella, WP)
[R&R at the Journal of Econometrics]
We study the Structural Vector Autoregressions (SVARs) that impose internal and external restrictions to set-identify the Forecast Error Variance Decomposition (FEVD). We make the following contributions. First, we characterize the endpoints of the FEVD as the extreme eigenvalues of a symmetric reduced-form matrix. A consistent plug-in estimator naturally follows. Second, we use the perturbation theory to prove that the endpoints of the FEVD are differentiable with respect to the reduced-form parameters. Third, we rely on inference for eigenvalues to construct confidence intervals that are uniformly consistent in level and have asymptotic robust Bayesian credibility. A credit supply application illustrates our toolkit.
Presented at: Econometric Society North American Summer Meeting (NASM) 2024, International Association for Applied Econometrics (IAAE) Annual Conference 2024, 2nd UEA Time Series Workshop, SNDE Annual Symposium 2024 , Annual Conference of the Scottish Economics Society 2024.
Higher-Moments-Robust Monetary Policy Shocks (WP, Submitted )
Best Paper Award at SNDE-IIF Workshop for Young Researchers 2024
[Previously circulated as "Skewness and Monetary Policy Decisions"]
This paper develops a novel measure of monetary shocks that accounts for the endogenous response of the Federal Open Market Committee’s (FOMC) to higher moments of expected economic outcomes. First, I use quantile regression to estimate the conditional distribution of Federal Reserve forecasts and construct indicators of uncertainty and skewness. Second, I show that, unlike other measures proposed in the literature, they possess strong predictive power for the changes in the Fed funds rate. This result suggests that considering only first moments is not sufficient to isolate the systematic component of monetary policy, leading to key implications for the identification of monetary shocks. In particular, controlling for higher-moments delivers shocks that exhibit lower autocorrelation and induce theoretically consistent effects on output, prices, and financial variables
Presented at: SNDE-IIF Workshop for Young Researchers 2024, Indiana University, Bank of England, Econometric Society North American Summer Meeting (NASM) 2024, European Economic Association (EEA) Meeting 2024, International Association for Applied Econometrics (IAAE) Annual Conference 2024, Econometric Society European Meeting (ESEM) 2023, International Association for Applied Econometrics (IAAE) Annual Conference 2023, Money, Macro and Finance (MMF) Society Conference 2023, Virtual Time Series Seminar (VTSS) Workshop for Junior Researchers, 4th Macroeconomics Network in the Southwest Workshop.
Work in Progress
From Westminster to High Street: The Macroeconomic Effects of UK Budget Announcements (draft available soon!)
The Hysteresis Effects of Monetary Policy (with P. Amir-Ahmadi, C. Matthes and M. Wang)
Government Spending Shocks and Consumption Inequality (with V. Dhamija and R. Tara, draft available upon request)
This paper studies the effects of government spending on US consumption inequality. We depart from previous literature on the distributional effects of fiscal policy and separately identify surprise and news shocks to government spending. In line with existing evidence and with the predictions of TANK models with Ricardian and non-Ricardian households, positive surprise shocks are found to decrease consumption inequality. On the contrary, we find that positive news shocks to government spending increase consumption inequality. We show that these findings can be explained by the response of the financial sector. The long-term interest rate rises after news of a future fiscal expansion and results in a drop in consumer credit. This prevents households at the bottom of the consumption distribution from financing their spending through credit, leading to larger consumption inequality.
Inflation Expectations Shocks and Consumption Expenditure (with V. Dhamija and R. Tara, draft available upon request)
This paper evaluates how changes in inflation expectations affect US private consumption. First, we retrieve inflation expectations shocks by using structural vector autoregressions (SVARs) identified through bounds on the forecast error variance decomposition (FEVD). Compared to alternative identification schemes, our strategy requires milder restrictions on the contemporaneous relationship between inflation expectations and fundamental shocks. Second, we find that a positive inflation expectations shock is inflationary, contractionary, and lowers private consumption. This evidence is driven by a large decline in consumption of durables, while non-durable spending is only mildly affected. Our results show that this finding may be due to a negative income effect caused by the drop in expected real income.
VARs and Local Projections Equivalence for Impulse Responses: Unit Roots and Multiple Instruments (with J. Marlow and A. Volpicella)
Priors from General Equilibrium Models for Local Projections (with J. Marlow and A. Volpicella)