Cyber Risk and Security Investment Staff Working Paper 2022-32 Toni Ahnert, Michael Brolley, David Cimon, Ryan Riordan We develop a principal-agent model of cyber-attacking with fee-paying clients who delegate security decisions to financial platforms. We derive testable implications about clients’ vulnerability to cyber attacks and about the fees charged. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Financial services, Financial stability, Financial system regulation and policies, Payment clearing and settlement systems JEL Code(s): D, D7, D78, D8, D81, G, G1, G18, G2, G21, G23
July 4, 2022 Household differences and why they matter Sharon Kozicki Differences in income, wealth and debt across households are important—for the economy, for the health of the financial system and for monetary policy. Content Type(s): Publications, The Economy, Plain and Simple Research Topic(s): Central bank research, Coronavirus disease (COVID-19), Domestic demand and components, Economic models, Housing, Inflation and prices, Labour markets, Monetary policy, Monetary policy framework, Recent economic and financial developments
Fixed-income dealing and central bank interventions Staff Analytical Note 2022-9 David Cimon, Adrian Walton We summarize the theoretical model of central bank asset purchases developed in Cimon and Walton (2022). The model helps us understand how asset purchases ease pressures on investment dealers to restore market conditions in a crisis. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Coronavirus disease (COVID-19), Economic models, Financial institutions, Financial markets, Market structure and pricing JEL Code(s): G, G1, G10, G2, G20, L, L1, L10
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
Potential output and the neutral rate in Canada: 2022 reassessment Staff Analytical Note 2022-3 Guyllaume Faucher, Christopher Hajzler, Martin Kuncl, Dmitry Matveev, Youngmin Park, Temel Taskin We expect potential output growth to be lower in 2021 than anticipated in the April 2021 assessment. By 2025, growth is expected to reach 2.3%. We assess that the Canadian nominal neutral rate increased slightly to lie in the range of 2.00% to 3.00%. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Economic models, Interest rates, Labour markets, Monetary policy, Potential output, Productivity JEL Code(s): E, E2, E3, E4, E5
Addictive Platforms Staff Working Paper 2022-16 Shota Ichihashi, Byung-Cheol Kim We study competition for consumer attention, in which platforms can sacrifice service quality for attention. A platform can choose the “addictiveness” of its service. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models JEL Code(s): D, D4, D40, L, L5, L51
March 25, 2022 A world of difference: Households, the pandemic and monetary policy Remarks (delivered virtually) Sharon Kozicki Federal Reserve Bank of San Francisco Macroeconomics and Monetary Policy Conference San Francisco, California Bank of Canada Deputy Governor Sharon Kozicki discusses how differences among households affect economic outcomes, how shocks can have important uneven effects across households, and why these things matter for monetary policy. Content Type(s): Press, Speeches and appearances, Remarks Research Topic(s): Central bank research, Coronavirus disease (COVID-19), Domestic demand and components, Economic models, Housing, Inflation and prices, Labour markets, Monetary policy, Monetary policy framework, Recent economic and financial developments
March 25, 2022 Household differences and why they matter Speech summary Sharon Kozicki Federal Reserve Bank of San Francisco Macroeconomics and Monetary Policy Conference San Francisco, California Deputy Governor Sharon Kozicki talks about why differences in income, wealth and debt across households are important for the economy and what the Bank of Canada will be watching for as interest rates rise. Content Type(s): Press, Speeches and appearances, Speech summaries Research Topic(s): Central bank research, Coronavirus disease (COVID-19), Domestic demand and components, Economic models, Housing, Inflation and prices, Labour markets, Monetary policy, Monetary policy framework, Recent economic and financial developments
Vertical Bargaining and Obfuscation Staff Working Paper 2022-13 Edona Reshidi Is obscuring prices always bad for consumers? The answer depends on the market structure and on the negotiating power between manufacturers and retailers. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Market structure and pricing JEL Code(s): C, C7, C70, L, L1, L13, L4, L42
Household Heterogeneity and the Performance of Monetary Policy Frameworks Staff Working Paper 2022-12 Edouard Djeutem, Mario He, Abeer Reza, Yang Zhang Consumption inequality and a low interest rate environment are two important trends in today’s economy. But the implications they may have—and how those implications interact—within different monetary policy frameworks are not well understood. We study the ranking of alternative frameworks that take these trends into account. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Monetary policy and uncertainty, Monetary policy framework, Monetary policy transmission JEL Code(s): D, D3, D31, D5, D52, E, E2, E21, E3, E31, E5, E52, E58