C - Mathematical and Quantitative Methods

• Predicting Payment Migration in Canada

  Staff Working Paper 2020-37 Anneke Kosse, Zhentong Lu, Gabriel Xerri

  Developments are underway to replace Canada’s two core payment systems with three new systems. We use a discrete choice model to predict migration patterns of end-users and financial institutions for future systems and discuss their policy implications.

  Content Type(s): Staff research, Staff working papers Topic(s): Financial institutions, Financial services, Financial stability, Financial system regulation and policies, Payment clearing and settlement systems JEL Code(s): C, C3, E, E4, E42, G, G1, G2, G28

• Liquidity Usage and Payment Delay Estimates of the New Canadian High Value Payments System

  Staff Discussion Paper 2020-9 Francisco Rivadeneyra, Nellie Zhang

  As part of modernizing its core payments infrastructure, Canada will replace the Large Value Transfer System (LVTS) with a new Real-Time Gross Settlement (RTGS) system called Lynx. An important question for policy-makers is how Lynx should be designed.

  Content Type(s): Staff research, Staff discussion papers Topic(s): Financial services, Financial system regulation and policies, Payment clearing and settlement systems JEL Code(s): C, C5, E, E4, E42, E5, E58

• 2019 Cash Alternative Survey Results

  Staff Discussion Paper 2020-8 Kim Huynh, Gradon Nicholls, Mitchell Nicholson

  The role of cash in Canadians’ lives has been evolving, as innovations in digital payments have become more widely adopted over the past decade. We contribute to the Bank of Canada’s research on central bank digital currency by monitoring Canadians’ use of cash and their adoption of digital payment methods.

  Content Type(s): Staff research, Staff discussion papers Topic(s): Bank notes, Central bank research, Digital currencies and fintech, Econometric and statistical methods JEL Code(s): C, C1, C12, C9, E, E4, O, O5, O51

• Survival Analysis of Bank Note Circulation: Fitness, Network Structure and Machine Learning

  Staff Working Paper 2020-33 Diego Rojas, Juan Estrada, Kim Huynh, David T. Jacho-Chávez

  Using the Bank of Canada's Currency Information Management Strategy, we analyze the network structure traced by a bank note’s travel in circulation and find that the denomination of the bank note is important in our potential understanding of the demand and use of cash.

  Content Type(s): Staff research, Staff working papers Topic(s): Bank notes, Econometric and statistical methods, Payment clearing and settlement systems JEL Code(s): C, C5, C52, C6, C65, C8, C81, E, E4, E42, E5, E51

• Sample Calibration of the Online CFM Survey

  Technical Report No. 118 Marie-Hélène Felt, David Laferrière

  The Canadian Financial Monitor (CFM) survey uses non-probability sampling for data collection, so selection bias is likely. We outline methods for obtaining survey weights and discuss the conditions necessary for these weights to eliminate selection bias. We obtain calibration weights for the 2018 and 2019 online CFM samples.

  Content Type(s): Staff research, Technical reports Topic(s): Econometric and statistical methods JEL Code(s): C, C8, C81, C83

• Ten Isn’t Large! Group Size and Coordination in a Large-Scale Experiment

  Staff Working Paper 2020-30 Jasmina Arifovic, Cars Hommes, Anita Kopányi-Peuker, Isabelle Salle

  Economic activities typically involve coordination among a large number of agents. These agents have to anticipate what other agents think before making their own decisions.

  Content Type(s): Staff research, Staff working papers Topic(s): Financial markets, Financial stability JEL Code(s): C, C9, C92, D, D8, D83, D9, D90, G, G2, G20

• Maturity Composition and the Demand for Government Debt

  Staff Working Paper 2020-29 Jason Allen, Jakub Kastl, Milena Wittwer

  The main objectives of debt management are to raise stable and low-cost funding to meet the government’s financial needs and to maintain a well-functioning market for government securities.

  Content Type(s): Staff research, Staff working papers Topic(s): Debt management, Financial markets JEL Code(s): C, C1, C14, D, D4, D44, E, E5, E58, G, G1, G12

• Cash and COVID-19: The impact of the pandemic on demand for and use of cash

  Staff Discussion Paper 2020-6 Heng Chen, Walter Engert, Kim Huynh, Gradon Nicholls, Mitchell Nicholson, Julia Zhu

  Consumer spending declined significantly during the recent COVID-19 pandemic. This negative shock likely reduced spending across all methods of payment (cash, debit, credit, etc.). The mix of payment methods consumers use could also be affected. We study how the pandemic has influenced the demand for and use of cash. We also offer insights into the use of other payment methods, such as debit and credit cards.

  Content Type(s): Staff research, Staff discussion papers Topic(s): Bank notes, Central bank research, Coronavirus disease (COVID-19), Digital currencies and fintech, Econometric and statistical methods JEL Code(s): C, C1, C12, C9, E, E4, O, O5, O54

• CBDC adoption and usage: some insights from field and laboratory experiments

  Staff Analytical Note 2020-12 Janet Hua Jiang

  This note discusses insights from historical launches of new payment methods and related laboratory experiments on the potential adoption and use of a central bank digital currency in the Canadian context.

  Content Type(s): Staff research, Staff analytical notes Topic(s): Central bank research, Digital currencies and fintech JEL Code(s): C, C9, E, E4, E5, E58

• Classical Decomposition of Markowitz Portfolio Selection

  Staff Working Paper 2020-21 Christopher Demone, Olivia Di Matteo, Barbara Collignon

  In this study, we enhance Markowitz portfolio selection with graph theory for the analysis of two portfolios composed of either EU or US assets. Using a threshold-based decomposition of their respective covariance matrices, we perturb the level of risk in each portfolio and build the corresponding sets of graphs.

  Content Type(s): Staff research, Staff working papers Topic(s): Central bank research JEL Code(s): C, C0, C02