Multivariate Tests of Mean-Variance Efficiency and Spanning with a Large Number of Assets and Time-Varying Covariances Staff Working Paper 2013-16 Sermin Gungor, Richard Luger We develop a finite-sample procedure to test for mean-variance efficiency and spanning without imposing any parametric assumptions on the distribution of model disturbances. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Econometric and statistical methods, Financial markets JEL Code(s): C, C1, C12, C15, C3, C33, G, G1, G11, G12
January 26, 2012 Collateral Valuation for Extreme Market Events Financial System Review - December 2006 Alejandro García, Ramazan Gençay Content Type(s): Publications, Financial System Review articles
Seasonal Adjustment of Weekly Data Staff Discussion Paper 2024-17 Jeffrey Mollins, Rachit Lumb The industry standard for seasonally adjusting data, X-13ARIMA-SEATS, is not suitable for high-frequency data. We summarize and assess several of the most popular seasonal adjustment methods for weekly data given the increased availability and promise of non-traditional data at higher frequencies. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C1, C4, C5, C52, C8, E, E0, E01, E2, E21
August 16, 2012 Measurement Bias in the Canadian Consumer Price Index: An Update Bank of Canada Review - Summer 2012 Patrick Sabourin The consumer price index (CPI) is the most commonly used measure to track changes in the overall level of prices. Since it departs from a true cost-of-living index, the CPI is subject to four types of measurement bias—commodity substitution, outlet substitution, new goods and quality adjustment. The author updates previous Bank of Canada estimates of measurement bias in the Canadian CPI by examining these four sources of potential bias. He finds the total measurement bias over the 2005–11 period to be about 0.5 percentage point per year, consistent with the Bank’s earlier findings. Slightly more than half of this bias is caused by the fixed nature of the CPI basket of goods and services. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Inflation and prices, Inflation targets JEL Code(s): E, E3, E31, E5, E52
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 Research Topic(s): Digital currencies and fintech, Econometric and statistical methods, Economic models JEL Code(s): D, D8, D83, O, O3, O33
Les sources des fluctuations des taux de change en Europe et leurs implications pour l'union monétaire Technical Report No. 66 Alain DeSerres, René Lalonde The objective of this paper is to provide an empirical evaluation of the degree of shock asymmetry between eight European countries that would form the core of a monetary union. Given that the relevant measure is the degree of real shock asymmetry, our approach is to use the observed movement in real exchange rates as […] Content Type(s): Staff research, Technical reports Research Topic(s): Exchange rates JEL Code(s): F, F1, F15, F3, F31
November 19, 2015 Is Slower Growth the New Normal in Advanced Economies? Bank of Canada Review - Autumn 2015 Abeer Reza, Subrata Sarker This article reviews and examines some of the main explanations for the slow growth that many advanced economies continue to experience seven years after the 2007–09 global financial crisis. Does this muted recovery reflect just a prolonged cycle in the aftermath of a financial crisis? Is it due to a structural inadequacy of demand leading to a long-lasting liquidity trap? Or is it largely supply side in nature, reflecting demographic and technological factors? Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): International topics, Potential output, Recent economic and financial developments JEL Code(s): F, F0, F01, F4, F43, O, O4, O40
Private Information Flow and Price Discovery in the U.S. Treasury Market Staff Working Paper 2011-5 George Jiang, Ingrid Lo Existing studies show that U.S. Treasury bond price changes are mainly driven by public information shocks, as manifested in macroeconomic news announcements and events. The literature also shows that heterogeneous private information contributes significantly to price discovery for U.S. Treasury securities. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, Market structure and pricing JEL Code(s): G, G1, G12, G14
Extracting Information from the Business Outlook Survey Using Statistical Approaches Staff Discussion Paper 2012-8 Lise Pichette Since the autumn of 1997, the regional offices of the Bank of Canada have conducted quarterly consultations with businesses across Canada. These consultations, summarized in the Business Outlook Survey (BOS), are structured around a survey questionnaire that covers topics of importance to the Bank, notably business activity, pressures on production capacity, prices and inflation, and credit conditions. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Business fluctuations and cycles, Regional economic developments JEL Code(s): C, C4, C43, C8, C82, E, E3, E37
August 22, 2003 Measuring Interest Rate Expectations in Canada Bank of Canada Review - Summer 2003 Grahame Johnson Financial market expectations regarding future changes in the target for the overnight rate of interest are an important source of information for the Bank of Canada. Financial markets are the mechanism through which the policy rate affects other financial variables, such as longer-term interest rates, the exchange rate, and other asset prices. An accurate measure of their expectations can therefore help policy-makers assess the potential impact of contemplated changes. Johnson focuses on the expectations hypothesis, which measures expectations of future levels of the target overnight rate as implied by current money market yields. Although expectations can be derived from the current yield on any short-term fixed-income asset, some assets have proven to be more accurate predictors than others. The implementation of a policy of fixed-announcements dates has coincided with the increased predictive power of these short-term assets. As a result of this improvement, a relatively simple model of the yield curve can now provide an accurate measure of financial market expectations. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Exchange rates, Financial markets, Interest rates