Staff research

• Bitcoin Awareness and Usage in Canada

  Staff Working Paper 2017-56 Christopher Henry, Kim Huynh, Gradon Nicholls

  There has been tremendous discussion of Bitcoin, digital currencies and FinTech. However, there is limited empirical evidence of Bitcoin’s adoption and usage. We propose a methodology to collect a nationally representative sample using the Bitcoin Omnibus Survey (BTCOS) to track the ubiquity and usage of Bitcoin in Canada.

  Content Type(s): Staff research, Staff working papers Topic(s): Bank notes, Digital currencies and fintech, Econometric and statistical methods JEL Code(s): C, C1, C12, E, E4

• Risk-Neutral Moment-Based Estimation of Affine Option Pricing Models

  Staff Working Paper 2017-55 Bruno Feunou, Cédric Okou

  This paper provides a novel methodology for estimating option pricing models based on risk-neutral moments. We synthesize the distribution extracted from a panel of option prices and exploit linear relationships between risk-neutral cumulants and latent factors within the continuous time affine stochastic volatility framework.

  Content Type(s): Staff research, Staff working papers Topic(s): Asset pricing, Econometric and statistical methods JEL Code(s): G, G1, G12

• What Drives Episodes of Settlement Fails in the Government of Canada Bond Market?

  Staff Working Paper 2017-54 Jean-Sébastien Fontaine, James Pinnington, Adrian Walton

  We study settlement fails for trades in the Government of Canada bond market. We find that settlement fails do not occur independently. Using a novel and comprehensive dataset, we examine three drivers of fails.

  Content Type(s): Staff research, Staff working papers Topic(s): Financial markets, Market structure and pricing, Payment clearing and settlement systems JEL Code(s): E, E4, G, G1, G2, G21, L, L1

• Do Liquidity Proxies Measure Liquidity in Canadian Bond Markets?

  Staff Analytical Note 2017-23 Jean-Sébastien Fontaine, Jeffrey Gao, Jabir Sandhu, Kobe Wu

  This analytical note evaluates the reliability of proxies for measuring liquidity in Canadian bond markets. We find that price-impact and bid-ask proxies paint a similar picture of evolving liquidity conditions to that obtained from richer measures of liquidity for benchmark Government of Canada bonds.

  Content Type(s): Staff research, Staff analytical notes Topic(s): Debt management, Financial markets JEL Code(s): G, G1, G12, G14, G2, G23, G3, G32

• Competing Currencies in the Laboratory

  Staff Working Paper 2017-53 Janet Hua Jiang, Cathy Zhang

  We investigate competition between two intrinsically worthless currencies as a result of decentralized interactions between human subjects. We design a laboratory experiment based on a simple two-country, two-currency search model to study factors that affect circulation patterns and equilibrium selection.

  Content Type(s): Staff research, Staff working papers Topic(s): Central bank research, Digital currencies and fintech JEL Code(s): C, C9, C92, D, D8, D83, E, E4, E40

• Good Volatility, Bad Volatility and Option Pricing

  Staff Working Paper 2017-52 Bruno Feunou, Cédric Okou

  Advances in variance analysis permit the splitting of the total quadratic variation of a jump diffusion process into upside and downside components. Recent studies establish that this decomposition enhances volatility predictions, and highlight the upside/downside variance spread as a driver of the asymmetry in stock price distributions.

  Content Type(s): Staff research, Staff working papers Topic(s): Asset pricing, Econometric and statistical methods JEL Code(s): G, G1, G12
• November 30, 2017

  Research Update - November 2017

  This monthly newsletter features the latest research publications by Bank of Canada economists including external publications and working papers published on the Bank of Canada’s website.

  Content Type(s): Staff research, Research newsletters

• Central Bank Digital Currency: Motivations and Implications

  Staff Discussion Paper 2017-16 Walter Engert, Ben Fung

  The emergence of digital currencies such as Bitcoin and the underlying blockchain and distribution ledger technology have attracted significant attention. These developments have raised the possibility of considerable impacts on the financial system and perhaps the wider economy.

  Content Type(s): Staff research, Staff discussion papers Topic(s): Bank notes, Digital currencies and fintech, Financial services, Payment clearing and settlement systems JEL Code(s): E, E4, E41, E42, E5

• The Impacts of Monetary Policy Statements

  Staff Analytical Note 2017-22 Bruno Feunou, Corey Garriott, James Kyeong, Raisa Leiderman

  In this note, we find that market participants react to an unexpected change in the tone of Canadian monetary policy statements. When the market perceives that the Bank of Canada plans to tighten (or alternatively, loosen) the monetary policy earlier than previously expected, the Canadian dollar appreciates (or depreciates) and long-term Government of Canada bond yields increase (or decrease). The tone of a statement is particularly relevant to the market when the policy rate has been unchanged for some time.

  Content Type(s): Staff research, Staff analytical notes Topic(s): Asset pricing, Exchange rates, Interest rates, Monetary policy communications, Monetary policy transmission JEL Code(s): E, E4, E43, E5, E52, F, F3, F31, G, G1, G12

• Identifying the Degree of Collusion Under Proportional Reduction

  Staff Working Paper 2017-51 Oleksandr Shcherbakov, Naoki Wakamori

  Proportional reduction is a common cartel practice in which cartel members reduce their output proportionately. We develop a method to quantify this reduction relative to a benchmark market equilibrium scenario and relate the reduction to the traditional conduct parameter.

  Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Market structure and pricing JEL Code(s): C, C3, C36, D, D2, D22, L, L4, L41