A Look Inside the Box: Combining Aggregate and Marginal Distributions to Identify Joint Distributions Staff working paper 2018-29 Marie-Hélène Felt This paper proposes a method for estimating the joint distribution of two or more variables when only their marginal distributions and the distribution of their aggregates are observed. Nonparametric identification is achieved by modelling dependence using a latent common-factor structure. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C1, C14, D, D1, D14, E, E4, E41 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Money and payments, Cash and bank notes
Macroeconomic Disasters and Consumption Smoothing: International Evidence from Historical Data Staff working paper 2023-4 Lorenzo Pozzi, Barbara Sadaba Does consumption smoothing fundamentally decrease during macroeconomic disasters? This paper uses a large historical dataset (1870–2016) for 16 industrial economies to show that during macroeconomic disasters (e.g., wars, pandemics, depressions) aggregate consumption and income are significantly less decoupled than during normal times. Content Type(s): Staff research, Staff working papers JEL Code(s): C, C2, C23, E, E2, E21 Research Theme(s): Financial system, Household and business credit, Models and tools, Econometric, statistical and computational methods, Monetary policy, Real economy and forecasting
Bitcoin Adoption and Beliefs in Canada Staff working paper 2021-60 Daniela Balutel, Christopher Henry, Jorge Vásquez, Marcel Voia Using an economic model as well as survey data from the Bank of Canada, we study what factors influence the adoption of Bitcoin in Canada. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D8, D83, O, O3, O33 Research Theme(s): Models and tools, Econometric, statistical and computational methods, Economic models, Money and payments, Digital assets and fintech
Borrowing Costs for Government of Canada Treasury Bills Staff analytical note 2019-28 Jabir Sandhu, Adrian Walton, Jessica Lee The cost of borrowing Government of Canada treasury bills (t-bills) in the repurchase (repo) market is mainly explained by the relationship between the parties involved. Some pairs of parties conduct most of their repos for t-bills rather than bonds, and at relatively high borrowing costs. We speculate that these pairs have formed a mutually beneficial service relationship in which one party consistently receives t-bills, while the other receives cash at a relatively cheap rate. Content Type(s): Staff research, Staff analytical notes JEL Code(s): G, G1, G10, G11, G12, G2, G20, G21, G23, G3, G32 Research Theme(s): Financial markets and funds management, Funds management, Market functioning
How Do Households Respond to Expected Inflation? An Investigation of Transmission Mechanisms Staff working paper 2024-44 Janet Hua Jiang, Rupal Kamdar, Kelin Lu, Daniela Puzzello We conduct surveys to study how consumer spending responds to higher inflation expectations. Most respondents spend the same, sticking to fixed budget plans or not considering inflation for spending decisions. About 20% decrease spending because they feel poorer and cut spending to invest in inflation-proof assets. Very few increase spending. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D1, D15, D8, D84, E, E2, E5, E52, E7 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission, Real economy and forecasting
The uneven economic consequences of COVID 19: A structural analysis Staff analytical note 2021-17 Martin Kuncl, Austin McWhirter, Alexander Ueberfeldt Using a structural model, we study the economic consequences of the COVID-19 shock. The uneven consequences, such as higher unemployment among young households, amplify the negative implications for the macroeconomy, household vulnerabilities and consumption inequality. Government support programs have stimulated the economy and lowered inequality and medium-term vulnerabilities. Content Type(s): Staff research, Staff analytical notes JEL Code(s): E, E2, E20, E5, E52, E6, E62 Research Theme(s): Financial system, Household and business credit, Monetary policy, Inflation dynamics and pressures, Monetary policy tools and implementation, Real economy and forecasting
Grasping De(centralized) Fi(nance) Through the Lens of Economic Theory Staff working paper 2022-43 Jonathan Chiu, Charles M. Kahn, Thorsten Koeppl We analyze the value proposition and limitations of decentralized finance (DeFi). Based on a distributed ledger and smart contracts, DeFi can guarantee the execution of financial contracts, potentially lowering the costs of intermediation and improving financial inclusion. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G2 Research Theme(s): Money and payments, Digital assets and fintech, Payment and financial market infrastructures
On the Wedge Between the PPI and CPI Inflation Indicators Staff working paper 2022-5 Shang-Jin Wei, Yinxi Xie We find that the CPI and PPI inflation indexes co-moved strongly throughout the late 20th century, but their correlation has fallen substantially since the early 2000s. We offer a structural explanation for this divergence based on the growth of global supply chains since 2000. This finding offers a unique perspective for the future design of optimal monetary policy. Content Type(s): Staff research, Staff working papers JEL Code(s): E, E3, E31, E5, E52, E58, F, F1, F11, F12, F4, F41, F6, F62 Research Theme(s): Monetary policy, Inflation dynamics and pressures, Monetary policy framework and transmission, Structural challenges, International trade, finance and competitiveness
Consumer Cash Withdrawal Behaviour: Branch Networks and Online Financial Innovation Staff working paper 2021-28 Heng Chen, Matthew Strathearn, Marcel Voia The physical network of bank branches is important in how consumers manage their cash holdings. This paper estimates how consumer withdrawal behaviour responds to the distance they must travel to their branch. Content Type(s): Staff research, Staff working papers JEL Code(s): G, G2, G21, R, R2, R22 Research Theme(s): Money and payments, Cash and bank notes, Digital assets and fintech
PayTech and the D(ata) N(etwork) A(ctivities) of BigTech Platforms Staff working paper 2022-35 Jonathan Chiu, Thorsten Koeppl Why do BigTech platforms introduce payment services? We explore this using a model in which a monopoly platform faces a trade-off between the costs associated with privacy concerns and the revenue from data services. We then analyze the feedback effects between data and payments. Content Type(s): Staff research, Staff working papers JEL Code(s): D, D8, E, E4, E42, L, L1 Research Theme(s): Financial markets and funds management, Market functioning, Money and payments, Digital assets and fintech, Payment and financial market infrastructures, Retail payments