Quantum Monte Carlo for Economics: Stress Testing and Macroeconomic Deep Learning Staff Working Paper 2022-29 Vladimir Skavysh, Sofia Priazhkina, Diego Guala, Thomas Bromley Using the quantum Monte Carlo algorithm, we study whether quantum computing can improve the run time of economic applications and challenges in doing so. We apply the algorithm to two models: a stress testing bank model and a DSGE model solved with deep learning. We also present innovations in the algorithm and benchmark it to classical Monte Carlo. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Central bank research, Econometric and statistical methods, Economic models, Financial stability JEL Code(s): C, C1, C15, C6, C61, C63, C68, C7, E, E1, E13, G, G1, G17, G2, G21
Understanding Inflation Dynamics: The Role of Government Expenditures Staff Working Paper 2023-30 Chang Liu, Yinxi Xie We study the impact government expenditure has on inflation. We find that changes in government expenditure account for a substantial portion of inflation variations. We also find that inflation and inflation expectations respond negatively to fiscal spending shocks, reaffirming the supply-side channel through which inflation responds to fiscal expansions. Content Type(s): Staff research, Staff working papers Research Topic(s): Central bank research, Fiscal policy, Inflation and prices JEL Code(s): E, E3, E6, E62, E63
A Q-Theory of Banks Staff Working Paper 2021-44 Juliane Beganau, Saki Bigio, Jeremy Majerovitz, Matías Vieyra Using stock market data on banks, we show that the book value of loans recognizes losses with a delay. This delayed accounting is important for regulation because the requirements regulators impose are based on book values. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Financial stability, Financial system regulation and policies JEL Code(s): E, E4, E44, G, G2, G21, G3, G32, G33
Flight from Safety: How a Change to the Deposit Insurance Limit Affects Households’ Portfolio Allocation Staff Working Paper 2019-29 H. Evren Damar, Reint Gropp, Adi Mordel Deposit insurance protects depositors from failing banks, thus making insured deposits risk-free. When a deposit insurance limit is increased, some deposits that previously were uninsured become insured, thereby increasing the share of risk-free assets in households’ portfolios. This increase cannot simply be undone by households, because to invest in uninsured deposits, a household must first invest in insured deposits up to the limit. This basic insight is the starting point of the analysis in this paper. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Financial system regulation and policies JEL Code(s): D, D1, D14, G, G2, G21, G28, L, L5, L51
Resurrecting the Role of Real Money Balance Effects Staff Working Paper 2009-24 José Dorich I present a structural econometric analysis supporting the hypothesis that money is still relevant for shaping inflation and output dynamics in the United States. In particular, I find that real money balance effects are quantitatively important, although smaller than they used to be in the early postwar period. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Monetary aggregates, Monetary policy transmission JEL Code(s): E, E3, E31, E32, E5, E52
Bank Failures and Bank Fundamentals: A Comparative Analysis of Latin America and East Asia during the Nineties using Bank-Level Data Staff Working Paper 2005-19 Marco Arena The author develops the first comparative empirical study of bank failures during the nineties between East Asia and Latin America using bank-level data, in order to address the following two questions: (i) To what extent did individual bank conditions explain bank failures? (ii) Did mainly the weakest banks, in terms of their fundamentals, fail in the crisis countries? Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions JEL Code(s): G, G2, N, N2
Revisiting National Border Effects in Foreign Trade in Goods of Canadian Provinces Staff Working Paper 2015-28 Farrukh Suvankulov A significant body of empirical studies demonstrates sizable national border effects in foreign trade of Canadian provinces throughout the 1980s and 1990s. This paper revisits and expands the scope of the border effects analysis by estimating the border effect in trade with U.S. states as well as countries in the European Union (EU) and the G 20 using more recent data from 2001–10. Content Type(s): Staff research, Staff working papers Research Topic(s): International topics JEL Code(s): F, F1, F14, F15
The Effect of the Federal Reserve’s Tapering Announcements on Emerging Markets Staff Working Paper 2014-50 Vikram Rai, Lena Suchanek The Federal Reserve’s quantitative easing (QE) program has been accompanied by a flow of funds into emerging-market economies (EMEs) in search of higher returns. Content Type(s): Staff research, Staff working papers Research Topic(s): International financial markets, International topics, Monetary policy transmission JEL Code(s): C, C3, C33, E, E5, E58, F, F3, F32, G, G1, G14
Changes in the Effects of Monetary Policy on Disaggregate Price Dynamics Staff Working Paper 2012-13 Christiane Baumeister, Philip Liu, Haroon Mumtaz We examine the evolution of the effects of monetary policy shocks on the distribution of disaggregate prices and quantities of personal consumption expenditures to assess the contribution of monetary policy to changes in U.S. inflation dynamics. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Monetary policy transmission JEL Code(s): E, E3, E30, E32
Education and Self-Employment: Changes in Earnings and Wealth Inequality Staff Working Paper 2006-40 Yaz Terajima The author quantitatively studies the interaction between education and occupation choices and its implication for the relationship between the changes in earnings inequality and the changes in wealth inequality in the United States over the 1983–2001 period. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Labour markets JEL Code(s): D, D3, D31, I, I2, I21, J, J2, J23