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
Persistent Debt and Business Cycles in an Economy with Production Heterogeneity Staff Working Paper 2023-17 Aubhik Khan, Soyoung Lee We examine the role of debt in amplifying and propagating recessions. Firms’ debt adjustment makes recessions deeper but makes expansions gradual. In particular, when the aggregate business leverage is ten percentage points above average, the half-life of the recovery doubles. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Firm dynamics, Productivity JEL Code(s): E, E2, E23, E3, E30, E32
News-Driven International Credit Cycles Staff Working Paper 2021-66 Galip Kemal Ozhan This paper examines the implications of positive news about future asset values that turn out to be incorrect at a later date in an open economy model with banking. The model captures the patterns of bank credit and current account dynamics in Spain between 2000 and 2010. The model finds that the use of unconventional policies leads to a milder bust. Content Type(s): Staff research, Staff working papers Research Topic(s): Credit and credit aggregates, Economic models, Financial stability, Recent economic and financial developments, Sectoral balance sheet JEL Code(s): E, E4, E44, F, F3, F32, F4, F41, G, G1, G15, G2, G21
An Equilibrium Analysis of the Rise in House Prices and Mortgage Debt Staff Working Paper 2013-9 Shaofeng Xu This paper examines the contributions of population aging, mortgage innovation and historically low interest rates to the sharp rise in U.S. house prices and mortgage debt between 1994 and 2005. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Credit and credit aggregates, Economic models JEL Code(s): E, E2, E21, E4, E44, G, G1, G11, R, R2, R21
The Macroeconomic Effects of Debt Relief Policies During Recessions Staff Working Paper 2023-48 Soyoung Lee A large-scale reduction in mortgage principal can strengthen a recovery, support house prices and lower foreclosures. The nature of the intervention shapes its impact, which rests on how resources are redistributed across households. The availability of bankruptcy on unsecured debt changes the response to large-scale mortgage relief by reducing precautionary savings. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Credit and credit aggregates, Debt management, Housing JEL Code(s): E, E2, E21, E3, E32, E6
ToTEM: The Bank of Canada's New Quarterly Projection Model Technical Report No. 97 Stephen Murchison, Andrew Rennison The authors provide a detailed technical description of the Terms-of-Trade Economic Model (ToTEM), which replaced the Quarterly Projection Model (QPM) in December 2005 as the Bank's principal projection and policy-analysis model for the Canadian economy. Content Type(s): Staff research, Technical reports Research Topic(s): Business fluctuations and cycles, Economic models JEL Code(s): E, E1, E17, E2, E20, E3, E30, E4, E40, E5, E50, F, F4, F41
Price-Level versus Inflation Targeting with Financial Market Imperfections Staff Working Paper 2008-26 Francisco Covas, Yahong Zhang This paper compares price-level-path targeting (PT) with inflation targeting (IT) in a sticky-price, dynamic, general equilibrium model augmented with imperfections in both the debt and equity markets. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Inflation targets, Monetary policy framework JEL Code(s): E, E4, E40, E5, E50
Constrained Efficiency with Adverse Selection and Directed Search Staff Working Paper 2017-15 Mohammad Davoodalhosseini Constrained efficient allocation (CE) is characterized in a model of adverse selection and directed search (Guerrieri, Shimer, and Wright (2010)). CE is defined to be the allocation that maximizes welfare, the ex-ante utility of all agents, subject to the frictions of the environment. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Financial markets, Financial system regulation and policies, Market structure and pricing JEL Code(s): D, D8, D82, D83, E, E2, E24, G, G1, J, J3, J31, J6, J64
The Side Effects of Safe Asset Creation Staff Working Paper 2021-34 Sushant Acharya, Keshav Dogra The secular decline in real interest rates has created a challenge for monetary policy, now confronting the zero lower bound more often. An increase in the supply of safe assets reduces downward pressure on the natural interest rate. This allows monetary policy to reach price stability and full employment, but not without cost—permanently lower investment. Content Type(s): Staff research, Staff working papers Research Topic(s): Fiscal policy, Monetary policy implementation JEL Code(s): E, E3, E4, E5, G, G1, H, H6
Productive Misallocation and International Transmission of Credit Shocks Staff Working Paper 2015-19 Yuko Imura, Julia Thomas We develop an asymmetric, two-country equilibrium business cycle model to study the role of international trade in transmitting and propagating the real effects of global financial shocks. Our model predicts that a recession in a large economy considerably alters a recession in its smaller trade partner, with distinct investment dynamics driving the transmission. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Economic models, Financial markets, Financial stability, International topics JEL Code(s): E, E2, E22, E3, E32, E4, E44, F, F4, F41, F44