High-Frequency Real Economic Activity Indicator for Canada Staff Working Paper 2013-42 Gitanjali Kumar I construct a weekly measure of real economic activity in Canada. Based on the work of Aruoba et al. (2009), the indicator is extracted as an unobserved component underlying the co-movement of four monthly observed real macroeconomic variables - employment, manufacturing sales, retail sales and GDP. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Econometric and statistical methods JEL Code(s): C, C3, C38, E, E3, E32
On the Advantages of Disaggregated Data: Insights from Forecasting the U.S. Economy in a Data-Rich Environment Staff Working Paper 2010-10 Nikita Perevalov, Philipp Maier The good forecasting performance of factor models has been well documented in the literature. While many studies focus on a very limited set of variables (typically GDP and inflation), this study evaluates forecasting performance at disaggregated levels to examine the source of the improved forecasting accuracy, relative to a simple autoregressive model. We use the latest revision of over 100 U.S. time series over the period 1974-2009 (monthly and quarterly data). Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, International topics JEL Code(s): C, C5, C50, C53, E, E3, E37, E4, E47
June 15, 2007 Interpreting Canada's Productivity Performance in the Past Decade: Lessons from Recent Research Bank of Canada Review - Summer 2007 Richard Dion Dion examines the evolution of Canadian productivity since the mid-1990s, using the United States as a benchmark. During this period, trend productivity growth in Canada remained modest, whereas the U.S. witnessed a strong resurgence. Among the factors identified as potential root causes of Canada's lower productivity performance are a lower investment in information and communications technology, reallocation and adjustment costs associated with large relative price movements, and a weak demand for innovation. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Productivity, Recent economic and financial developments
Taylor Rules in the Quarterly Projection Model Staff Working Paper 2002-1 Ben Fung, Dinah Maclean, Jamie Armour In recent years, there has been a lot of interest in Taylor-type rules. Evidence in the literature suggests that Taylor-type rules are optimal in a number of models and are fairly robust across different models. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Monetary policy and uncertainty, Monetary policy framework JEL Code(s): E, E5, E52
What Does the Risk-Appetite Index Measure? Staff Working Paper 2003-23 Miroslav Misina Explanations of changes in asset prices as being due to exogenous changes in risk appetite, although arguably controversial, have been popular in the financial community and have also received some attention in attempts to account for recent financial crises. Operational versions of these explanations are based on the assumption that changes in asset prices can be decomposed into a part that can be attributed to changes in riskiness and a part attributable to changes in risk aversion, and that some quantitative measure can capture these effects in isolation. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Financial markets JEL Code(s): G, G1, G12
November 14, 2013 Assessing Financial System Vulnerabilities: An Early Warning Approach Bank of Canada Review - Autumn 2013 Gurnain Pasricha, Tom Roberts, Ian Christensen, Brad Howell This article focuses on a quantitative method to identify financial system vulnerabilities, specifically, an imbalance indicator model (IIM) and its application to Canada. An IIM identifies potential vulnerabilities in a financial system by comparing current economic and financial data with data from periods leading up to past episodes of financial stress. It complements other sources of information - including market intelligence and regular monitoring of the economy - that policy-makers use to assess vulnerabilities. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Econometric and statistical methods, Financial stability, Monetary and financial indicators JEL Code(s): E, E6, E66, G, G0, G01
Inventories, Markups, and Real Rigidities in Menu Cost Models Staff Working Paper 2009-6 Oleksiy Kryvtsov, Virgiliu Midrigan Real rigidities that limit the responsiveness of real marginal cost to output are a key ingredient of sticky price models necessary to account for the dynamics of output and inflation. We argue here, in the spirit of Bils and Kahn (2000), that the behavior of marginal cost over the cycle is directly related to that of inventories, data on which is readily available. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Monetary policy transmission JEL Code(s): E, E3, E31, F, F1, F12
September 15, 2008 Productivity in Canada: Does Firm Size Matter? Bank of Canada Review - Autumn 2008 Danny Leung, Césaire Meh, Yaz Terajima The research findings highlighted in this article suggest that firm-size differences play a significant role in explaining the productivity gap between Canada and the United States. The authors review factors that lead to a positive relationship between productivity and size and then look at Canadian evidence of this relationship at the firm level. They quantify the extent to which the change in Canadian productivity as well as the Canada-U.S. productivity differences can be accounted for by the change in the importance of large firms and identify several factors that play a role in determining average firm size and aggregate productivity. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Productivity
The Federal Reserve's Dual Mandate: A Time-Varying Monetary Policy Priority Index for the United States Staff Working Paper 2006-11 René Lalonde, Nicolas Parent In the United States, the Federal Reserve has a dual mandate of promoting stable inflation and maximum employment. Since the Fed directly controls only one instrument - the federal funds rate - the authors argue that the Fed's priorities continuously alternate between inflation and economic activity. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Monetary policy framework, Monetary policy implementation JEL Code(s): C, C2, C22, C5, C52, E, E5, E52
Order Flow Segmentation, Liquidity and Price Discovery: The Role of Latency Delays Staff Working Paper 2018-16 Michael Brolley, David Cimon Latency delays—known as “speed bumps”—are an intentional slowing of order flow by exchanges. Supporters contend that delays protect market makers from high-frequency arbitrage, while opponents warn that delays promote “quote fading” by market makers. We construct a model of informed trading in a fragmented market, where one market operates a conventional order book and the other imposes a latency delay on market orders. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, Financial system regulation and policies, Market structure and pricing JEL Code(s): G, G1, G14, G18