The Optimum Quantity of Central Bank Reserves Staff Working Paper 2025-15 Jonathan Witmer This paper analyzes the optimal quantity of central bank reserves in an economy where reserves and other financial assets provide liquidity benefits. Using a static model, I derive a constrained Friedman rule that characterizes the socially optimal level of reserves, demonstrating that this quantity is neither necessarily large nor small but depends on the marginal benefits of reserves relative to alternative safe assets. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Financial markets, Financial system regulation and policies, Monetary policy implementation JEL Code(s): E, E4, E41, E42, E5, E58, G, G2, G21, G28
Finding a Needle in a Haystack: A Machine Learning Framework for Anomaly Detection in Payment Systems Staff Working Paper 2024-15 Ajit Desai, Anneke Kosse, Jacob Sharples Our layered machine learning framework can enhance real-time transaction monitoring in high-value payment systems, which are a central piece of a country’s financial infrastructure. When tested on data from Canadian payment systems, it demonstrated potential for accurately identifying anomalous transactions. This framework could help improve cyber and operational resilience of payment systems. Content Type(s): Staff research, Staff working papers Research Topic(s): Digital currencies and fintech, Financial institutions, Financial services, Financial system regulation and policies, Payment clearing and settlement systems JEL Code(s): C, C4, C45, C5, C55, D, D8, D83, E, E4, E42
February 10, 2011 Commodity Prices: The Long and the Short of It Remarks John Murray IPAC-Saskatchewan/Johnson/Shoyama Graduate School of Public Policy Regina, Saskatchewan Commodity prices are once again making headlines. Some commodity prices, such as those for copper and cattle, have reached record highs; others are rising quickly and approaching previous peaks. Content Type(s): Press, Speeches and appearances, Remarks
August 27, 2020 The imperative for public engagement Remarks (delivered virtually) Tiff Macklem Federal Reserve Bank of Kansas City Jackson Hole Symposium Jackson Hole, Wyoming Governor Tiff Macklem talks about the need for the Bank to be clear, relatable and understandable when it communicates with the public. Content Type(s): Press, Speeches and appearances, Remarks Research Topic(s): Coronavirus disease (COVID-19), Credibility, Monetary policy, Monetary policy and uncertainty
On the Tail Risk Premium in the Oil Market Staff Working Paper 2017-46 Reinhard Ellwanger This paper shows that changes in market participants’ fear of rare events implied by crude oil options contribute to oil price volatility and oil return predictability. Using 25 years of historical data, we document economically large tail risk premia that vary substantially over time and significantly forecast crude oil futures and spot returns. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Econometric and statistical methods, Financial markets JEL Code(s): C, C5, C53, C58, D, D8, D84, E, E4, E44, G, G1, G12, G13, Q, Q4, Q43
Adopting Price-Level Targeting under Imperfect Credibility: An Update Staff Working Paper 2008-37 Oleksiy Kryvtsov, Malik Shukayev, Alexander Ueberfeldt This paper measures the welfare gains of switching from inflation-targeting to price-level targeting under imperfect credibility. Vestin (2006) shows that when the monetary authority cannot commit to future policy, price-level targeting yields higher welfare than inflation targeting. Content Type(s): Staff research, Staff working papers Research Topic(s): Credibility, Monetary policy framework JEL Code(s): E, E3, E31, E5, E52
Money and Costly Credit Staff Working Paper 2011-7 Mei Dong I study an economy in which money and credit coexist as means of payment and the settlement of credit requires money. The model extends recent developments in microfounded monetary theory to address the choice of payment methods and the effects of inflation. Whether a buyer uses money or credit depends on the fixed cost of credit and the inflation rate. Content Type(s): Staff research, Staff working papers Research Topic(s): Credit and credit aggregates, Inflation: costs and benefits JEL Code(s): E, E4, E41, E5, E50
Familiarity with Crypto and Financial Concepts: Cryptoasset Owners, Non-Owners, and Gender Differences Staff Working Paper 2024-48 Daniela Balutel, Walter Engert, Christopher Henry, Kim Huynh, Doina Rusu, Marcel Voia Measuring cryptoasset knowledge alongside financial knowledge enhances our understanding of individuals' decisions to purchase cryptoassets. This paper uses microdata from the Bank of Canada’s Bitcoin Omnibus Survey to examine gender differences and the interrelationship between crypto and financial knowledge through an empirical joint analysis. Content Type(s): Staff research, Staff working papers Research Topic(s): Central bank research, Digital currencies and fintech, Econometric and statistical methods JEL Code(s): C, C8, C81, D, D1, D14, D9, D91, G, G5, G53, O, O5, O51
December 23, 2004 Basel II and Required Bank Capital Financial System Review - December 2004 Mark Illing, Graydon Paulin Content Type(s): Publications, Financial System Review articles
Unsecured Debt, Consumer Bankruptcy, and Small Business Staff Working Paper 2008-5 Césaire Meh, Yaz Terajima In this paper we develop a quantitative model of entrepreneurial activity (risk-taking) and consumer bankruptcy choices and use the model to study the effects of bankruptcy regulations on entrepreneurial activity, bankruptcy rate and welfare. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Financial stability, Financial system regulation and policies JEL Code(s): D, D3, D31, E, E2, E21, J, J2, J23