Cyclicality of Schooling: New Evidence from Unobserved Components Models Staff Working Paper 2020-38 Barbara Sadaba, Sunčica Vujič, Sofia Maier What is the time-varying impact of economic cycles on decisions to invest in human capital? Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Econometric and statistical methods JEL Code(s): C, C3, C32, E, E3, I, I2, J, J2
Balance Sheets of Financial Intermediaries: Do They Forecast Economic Activity? Staff Working Paper 2014-40 Rodrigo Sekkel This paper conducts a real-time, out-of-sample analysis of the forecasting power of various aggregate financial intermediaries’ balance sheets to a wide range of economic activity measures in the United States. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods JEL Code(s): C, C5, C53
Sluggish Exports in Advanced Economies: How Much Is Due to Demand? Staff Discussion Paper 2015-3 Louis Morel Exports in advanced economies have been relatively sluggish since 2011, growing at a much slower pace than observed before the global financial crisis. Content Type(s): Staff research, Staff discussion papers Research Topic(s): International topics, Recent economic and financial developments JEL Code(s): F, F1, F4
Decomposing Canada’s Market Shares: An Update Staff Analytical Note 2018-26 Nicholas Labelle Building on the shift-share analysis of Barnett and Charbonneau (2015), this note decomposes Canada’s market shares in the United States, Europe and China for imports of non-energy goods into competitiveness, preference shifts and an interaction term. We find that, despite the depreciation of the dollar, Canada continued to lose market share over 2014–17 (around 0.4 percentage points lost per year on average over four years). Content Type(s): Staff research, Staff analytical notes Research Topic(s): International topics JEL Code(s): F, F1, F10, F14, F4
The Bank of Canada's New Quarterly Projection Model, Part 4. A Semi-Structural Method to Estimate Potential Output: Combining Economic Theory with a Time-Series Filter Technical Report No. 77 Leo Butler The level of potential output plays a central role in the Bank of Canada's new Quarterly Projection Model (QPM). This report, the fourth in a series documenting QPM, describes a general method to measure potential output, as well as its implementation in the QPM system. Content Type(s): Staff research, Technical reports Research Topic(s): Economic models JEL Code(s): C, C5, C51, E, E2, E23
Information Shocks, Jumps, and Price Discovery - Evidence from the U.S. Treasury Market Staff Working Paper 2008-22 George Jiang, Ingrid Lo, Adrien Verdelhan We examine large price changes, known as jumps, in the U.S. Treasury market. Using recently developed statistical tools, we identify price jumps in the 2-, 3-, 5-, 10-year notes and 30-year bond during the period of 2005-2006. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets JEL Code(s): G, G1, G12, G14
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
Inflation and Growth: A New Keynesian Perspective Staff Working Paper 2012-23 Robert Amano, Thomas J. Carter, Kevin Moran The long-run relation between growth and inflation has not yet been studied in the context of nominal price and wage rigidities, despite the fact that these rigidities now figure prominently in workhorse macroeconomic models. Content Type(s): Staff research, Staff working papers Research Topic(s): Inflation: costs and benefits JEL Code(s): E, E3, E31, E5, E52, O, O3, O31, O4, O42
Survey of Indigenous Firms: A Snapshot of Wages, Prices and Financing in the Indigenous Business Sector in Canada Staff Discussion Paper 2024-4 Calista Cheung, James Fudurich, Janki Shah, Farrukh Suvankulov What sources of financing do Indigenous-owned businesses in Canada use, and what are their expectations about prices, wages and inflation? We find Indigenous-owned firms are significantly less reliant on financial institutions as sources of financing compared with non-Indigenous firms. We also find Indigenous-owned firms have higher inflation expectations and weaker wage-growth expectations. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Firm dynamics JEL Code(s): C, C8, C83, D, D0, G, G3, G38, J, J1, J15
Classical Decomposition of Markowitz Portfolio Selection Staff Working Paper 2020-21 Christopher Demone, Olivia Di Matteo, Barbara Collignon In this study, we enhance Markowitz portfolio selection with graph theory for the analysis of two portfolios composed of either EU or US assets. Using a threshold-based decomposition of their respective covariance matrices, we perturb the level of risk in each portfolio and build the corresponding sets of graphs. Content Type(s): Staff research, Staff working papers Research Topic(s): Central bank research JEL Code(s): C, C0, C02