Modelling Risk Premiums in Equity and Foreign Exchange Markets Staff Working Paper 2000-9 René Garcia, Maral Kichian The observed predictability of excess returns in equity and foreign exchange markets has largely been attributed to the presence of time-varying risk premiums in these markets. For example, excess equity returns were found to be explained by various financial and economic variables. Content Type(s): Staff research, Staff working papers Research Topic(s): Exchange rates, Financial markets, Market structure and pricing JEL Code(s): E, E4, E44, F, F3, F31, G, G1, G12, G15
Using Payments Data to Nowcast Macroeconomic Variables During the Onset of COVID-19 Staff Working Paper 2021-2 James Chapman, Ajit Desai We use retail payment data in conjunction with machine learning techniques to predict the effects of COVID-19 on the Canadian economy in near-real time. Our model yields a significant increase in macroeconomic prediction accuracy over a linear benchmark model. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Payment clearing and settlement systems JEL Code(s): C, C5, C53, C55, E, E3, E37, E4, E42, E5, E52
The Bank of Canada's New Quarterly Projection Model, Part 3. The Dynamic Model: QPM Technical Report No. 75 Donald Coletti, Benjamin Hunt, David Rose, Robert Tetlow The Bank of Canada's new Quarterly Projection Model, QPM, combines the short-term dynamic properties necessary to support regular economic projections with the consistent behavioural structure necessary for policy analysis. Content Type(s): Staff research, Technical reports Research Topic(s): Economic models JEL Code(s): C, C5, C53, E, E1, E17
A Search Model of Venture Capital, Entrepreneurship, and Unemployment Staff Working Paper 2005-24 Robin Boadway, Oana Secrieru, Marianne Vigneault The authors develop a search model of venture capital in which the number of successful matches of entrepreneurs and venture capitalists (VCs) at any moment in time is a function of the number of entrepreneurs searching for funds, the number of VCs searching for entrepreneurs, and the number of vacancies posted by each VC. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, Fiscal policy, Labour markets JEL Code(s): D, D8, D82, G, G1, G18, G2, G24, H, H2, H21, J, J6, J64
Financial Frictions, Financial Shocks and Labour Market Fluctuations in Canada Staff Discussion Paper 2011-10 Yahong Zhang What are the effects of financial market imperfections on unemployment and vacancies in Canada? The author estimates the model of Zhang (2011) – a standard monetary dynamic stochastic general-equilibrium model augmented with explicit financial and labour market frictions – with Canadian data for the period 1984Q2–2010Q4, and uses it to examine the importance of financial shocks on labour market fluctuations in Canada. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Economic models, Financial markets, Labour markets JEL Code(s): E, E3, E32, E4, E44, J, J6
Understanding the Cash Demand Puzzle Staff Working Paper 2014-22 Janet Hua Jiang, Enchuan Shao We develop a model to explain a puzzling trend in cash demand in recent years: the value of bank notes in circulation as a percentage of GDP has remained stable despite decreasing cash usage at points of sale owing to competition from alternative means of payment such as credit cards. Content Type(s): Staff research, Staff working papers Research Topic(s): Bank notes, Credit and credit aggregates, Digital currencies and fintech JEL Code(s): E, E4, E41, E5, E51
Unanticipated Defaults and Losses in Canada's Large-Value Payments System, Revisited Staff Discussion Paper 2007-5 Devin Ball, Walter Engert Recent work at the Bank of Canada studied the impact of default in Canada’s large-value payments system, and concluded that participants could readily manage their potential losses (McVanel 2005). In an extension of that work, the authors use a much larger set of daily payments data – with three times as many observations – to […] Content Type(s): Staff research, Staff discussion papers Research Topic(s): Financial institutions, Payment clearing and settlement systems JEL Code(s): E, E4, E44, E47, G, G2, G21
Evaluating the Effects of Forward Guidance and Large-scale Asset Purchases Staff Working Paper 2021-54 Xu Zhang I propose a novel method to identify and estimate the macroeconomic effects of forward guidance and large-scale asset purchases (LSAP) for each FOMC announcement. I find that LSAP is more important than forward guidance in influencing output and inflation. LSAP puts upward pressure on short-term yields, so it should always be used in conjunction with forward guidance. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Central bank research, Econometric and statistical methods, Interest rates JEL Code(s): E, E5, G, G0
A Comparison of Twelve Macroeconomic Models of the Canadian Economy Technical Report No. 94 Denise Côté, John Kuszczak, Jean-Paul Lam, Ying Liu, Pierre St-Amant In this report, the authors examine and compare twelve private and public sector models of the Canadian economy with respect to their paradigm, structure, and dynamic properties. These open-economy models can be grouped into two economic paradigms. Content Type(s): Staff research, Technical reports Research Topic(s): Economic models, Monetary policy and uncertainty JEL Code(s): C, C5, E, E5, E52, E58
Wealth, Disposable Income and Consumption: Some Evidence for Canada Technical Report No. 71 Tiff Macklem The author develops a measure of aggregate private sector wealth in Canada and examines its ability to explain aggregate consumption of non-durables and services. This wealth measure includes financial, physical and human wealth. The author measures human wealth as the expected present value of aggregate labour income, net of government expenditures, based on a discrete […] Content Type(s): Staff research, Technical reports Research Topic(s): Domestic demand and components JEL Code(s): D, D9, D91, E, E2, E21