On the Evolution of the United Kingdom Price Distributions Staff Working Paper 2018-25 Ba M. Chu, Kim Huynh, David T. Jacho-Chávez, Oleksiy Kryvtsov We propose a functional principal components method that accounts for stratified random sample weighting and time dependence in the observations to understand the evolution of distributions of monthly micro-level consumer prices for the United Kingdom (UK). Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Inflation and prices JEL Code(s): C, C1, C14, C8, C83, E, E3, E31, E37
Innovation and Growth with Financial, and Other, Frictions Staff Working Paper 2011-25 Jonathan Chiu, Césaire Meh, Randall Wright The generation and implementation of ideas, or knowledge, is crucial for economic performance. We study this process in a model of endogenous growth with frictions. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Potential output, Productivity JEL Code(s): E, E4, G, G2, O, O3, O4
January 13, 2015 Drilling Down - Understanding Oil Prices and Their Economic Impact Remarks Timothy Lane Madison International Trade Association (MITA) Madison, Wisconsin Deputy Governor Timothy Lane discusses the causes of the recent drop in oil prices and its effects on the global and Canadian economies. Content Type(s): Press, Speeches and appearances, Remarks Research Topic(s): Business fluctuations and cycles, Inflation and prices, International topics, Monetary policy, Recent economic and financial developments, Trade integration
From Monetary Policy Instruments to Administered Interest Rates: The Transmission Mechanism in Canada Technical Report No. 69 Kevin Clinton, Donna Howard The authors investigate interest-rate aspects of the transmission mechanism of monetary policy instruments in Canada, focussing on the stability of the relationships between some key interest rates and the instruments of monetary policy. To determine what shifts may have occurred in recent years, they describe movements in rate differentials, apply cointegration tests and estimate error-correction […] Content Type(s): Staff research, Technical reports Research Topic(s): Monetary policy transmission JEL Code(s): E, E5, E52
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 Research Topic(s): Digital currencies and fintech, Payment clearing and settlement systems JEL Code(s): D, D8, E, E4, E42, L, L1
What’s Up with Unit Non-Response in the Bank of Canada’s Business Outlook Survey? The Effect of Staff Tenure Staff Discussion Paper 2017-11 Sarah Miller, David Amirault, Laurent Martin Since 1997, the Bank of Canada’s regional offices have been conducting the Business Outlook Survey (BOS), a quarterly survey of business conditions. Survey responses are gathered through face-to-face, confidential consultations with a sample of private sector firms representative of the various sectors, firm sizes and regions across Canada. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Econometric and statistical methods, Firm dynamics, Regional economic developments JEL Code(s): C, C2, C21, C8, C81, D, D2, D22
Inequality in Parental Transfers and Optimal Need-Based Financial Aid Staff Working Paper 2019-7 Youngmin Park This paper studies optimal need-based financial aid when parental transfers—unobserved by policymakers—vary across and within families of similar means. Using data on U.S. college students, I document substantial inequality in parental transfers, especially among wealthier families. I then analyze how this affects aid design aimed at reducing inefficiencies from borrowing constraints and the aid itself. Content Type(s): Staff research, Staff working papers Research Topic(s): Fiscal policy, Potential output, Productivity JEL Code(s): D, D1, D14, D6, D61, D64, D8, D82, I, I2, I22, J, J2, J24
Multivariate Realized Stock Market Volatility Staff Working Paper 2007-20 Gregory Bauer, Keith Vorkink We present a new matrix-logarithm model of the realized covariance matrix of stock returns. The model uses latent factors which are functions of both lagged volatility and returns. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Financial markets JEL Code(s): C, C3, C32, C5, C53, G, G1, G14
December 10, 2014 Financial System Review - December 2014 The Reports section of the Financial System Review examines selected issues of relevance to the Canadian and global financial systems. The December 2014 issue features two reports on important developments in the financial system: rapid growth and innovation in the market for exchange-traded funds, and the increasing significance of cyber attacks to the operational resilience of financial institutions and financial market infrastructures. Content Type(s): Publications, Financial Stability Report
A Tale of Two Countries: Cash Demand in Canada and Sweden Staff Discussion Paper 2019-7 Walter Engert, Ben Fung, Björn Segendorf Cash use for payments has been steadily decreasing in many countries, including Canada and Sweden. This might suggest an evolution toward a cashless society. But in Canada, cash in circulation relative to GDP has been stable for decades and has even increased in recent years. By contrast, the cash-to-GDP ratio in Sweden has been falling steadily. What has caused this difference? Are there lessons to be learned from comparing the Canadian and Swedish experiences? Content Type(s): Staff research, Staff discussion papers Research Topic(s): Bank notes, Digital currencies and fintech, Financial services, Payment clearing and settlement systems JEL Code(s): E, E4, E41, E42, E5