Financial institutions

IFDP Paper: Geopolitical Risk and Global Banking

Friederike Niepmann and Leslie Sheng ShenHow do banks respond to geopolitical risk, and is this response distinct from other macroeconomic risks? Using U.S. supervisory data and new geopolitical risk indices, we show that banks reduce cross-border lending to countries with elevated geopolitical risk but continue lending to those markets through foreign affiliates—unlike their response to other macro risks.

FEDS Paper: When Tails Are Heavy: The Benefits of Variance-Targeted, Non-Gaussian, Quasi-Maximum Likelihood Estimation of GARCH Models

Todd PronoIn heavy-tailed cases, variance targeting the Student's-t estimator proposed in Bollerslev (1987) for the linear GARCH model is shown to be robust to density misspecification, just like the popular Quasi-Maximum Likelihood Estimator (QMLE). The resulting Variance-Targeted, Non-Gaussian, Quasi-Maximum Likelihood Estimator (VTNGQMLE) is shown to possess a stable limit, albeit one that is highly non-Gaussian, with an ill-defined variance.

Opening the black box of local projections

Local projections (LPs) are widely used in empirical macroeconomics to estimate impulse responses to policy interventions. Yet, in many ways, they are black boxes. It is often unclear what mechanism or historical episodes drive a particular estimate. We introduce a new decomposition of LP estimates into the sum of contributions of historical events, which is the product, for each time stamp, of a weight and the realization of the response variable. In the least squares case, we show that these weights admit two interpretations. First, they represent purified and standardized shocks.

Geography versus income: the heterogeneous effects of carbon taxation

The distributive effects of carbon taxation are critical for its political acceptability and depend on both income and geographic factors. Using French administrative data, household surveys, and matched employer-employee records, we document that rural households spend 2.8 times more on fossil fuels than urban households and are employed in firms that emit 2.7 times more greenhouse gases. We incorporate these insights into a spatial heterogeneous-agent model with endogenous migration and wealth accumulation, linking spatial and macroeconomic approaches.

Central bank communication with non-experts: insights from a randomized field experiment

We would like to thank Philipp Lane, Klaus Adam, Michael Ehrmann, Christophe Kamps, Timo Reinelt, Annalisa Ferrando, Philippine Cour-Thimann, Felix Hammermann, Davide Romelli, Andreas Kapounek, and colleagues from DG Communication for for their valuable feedback on earlier versions of this paper. This paper was presented at the 2025 AEA Conference in San Francisco, and we appreciate the feedback and suggestions received from the participants.

IFDP Paper: Why are Manufacturing Plants Smaller in Developing Countries? Theory and Evidence from India

Anil K. Jain and Siddharth KothariPoorer countries (and poorer states within India) have a larger share of manufacturing employment in small plants. This paper presents empirical evidence and a theoretical model to show that this relationship is driven by greater demand for lower quality goods in poorer regions, which can be produced efficiently in small plants. First, using data for India, we show that richer households buy higher price goods and larger plants produce higher price products.

The macroeconomic impact of trade policy: a new identification approach

This paper examines the effects of trade policy shocks on the US economy using a novel identification strategy that combines narrative information on trade policy changes with stock market data. We introduce a new data set of daily trade policy statements from 2007 to 2019, allowing us to capture a comprehensive range of trade policy actions. By analyzing stock price reactions of trade-exposed and non-trade-exposed firms around these statements, we can identify unanticipated trade policy shocks.

IFDP Paper: Explaining World Savings

Colin Caines and Amartya LahiriSaving rates are significantly different across countries and remain different for long periods of time. This paper provides an explanation for this phenomenon. We formalize a model of a world economy comprised of open economies inhabited by heterogeneous agents endowed with recursive preferences. Our assumed preferences imply increasing marginal impatience of agents as their consumption rises relative to average consumption of a reference group.

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