Are Sunspots Learnable? An Experimental Investigation in a Simple General-Equilibrium Model Staff Working Paper 2013-14 Jasmina Arifovic, George Evans, Olena Kostyshyna We conduct experiments with human subjects in a model with a positive production externality in which productivity is a non-decreasing function of the average level of employment of other firms. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models JEL Code(s): D, D8, D83, G, G2, G20
Machine learning for economics research: when, what and how Staff Analytical Note 2023-16 Ajit Desai This article reviews selected papers that use machine learning for economics research and policy analysis. Our review highlights when machine learning is used in economics, the commonly preferred models and how those models are used. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Central bank research, Econometric and statistical methods, Economic models JEL Code(s): A, A1, A10, B, B2, B23, C, C4, C45, C5, C55
Securitization under Asymmetric Information over the Business Cycle Staff Working Paper 2015-9 Martin Kuncl This paper studies the efficiency of financial intermediation through securitization in a model with heterogeneous investment projects and asymmetric information about the quality of securitized assets. I show that when retaining part of the risk, the issuer of securitized assets may credibly signal its quality. Content Type(s): Staff research, Staff working papers Research Topic(s): Business fluctuations and cycles, Credit and credit aggregates, Economic models, Financial markets, Financial stability, Financial system regulation and policies JEL Code(s): E, E3, E32, E4, E44, G, G0, G01, G2, G20
Monetary Policy and Financial Stability: Cross-Country Evidence Staff Working Paper 2015-41 Christian Friedrich, Kristina Hess, Rose Cunningham Central banks may face challenges in achieving their price stability goals when financial stability risks are present. There is, however, considerable heterogeneity among central banks with respect to how they manage these potential trade-offs. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial stability, International topics, Monetary policy framework JEL Code(s): E, E4, E5, G, G0, G01
Speculators, Prices and Market Volatility Staff Working Paper 2015-42 Celso Brunetti, Bahattin Buyuksahin, Jeffrey H. Harris We analyze data from 2005 through 2009 that uniquely identify categories of traders to assess how speculators such as hedge funds and swap dealers relate to volatility and price changes. Examining various subperiods where price trends are strong, we find little evidence that speculators destabilize financial markets. Content Type(s): Staff research, Staff working papers Research Topic(s): International topics, Recent economic and financial developments JEL Code(s): C, C3, G, G1
What cured the TSX Equity index after COVID-19? Staff Analytical Note 2021-3 Guillaume Ouellet Leblanc, Jean-Sébastien Fontaine, Ryan Shotlander The TSX index rose by 9.5 percent in November 2020, adding large gains to an already sharp V-shaped recovery. The economic outlook improved at that time as well. We ask whether the stock market gains since last autumn are due to improving forecasts of firms’ earnings. Content Type(s): Staff research, Staff analytical notes Research Topic(s): Asset pricing, Coronavirus disease (COVID-19), Financial markets JEL Code(s): G, G1, G12, G14
Canadian Financial Stress and Macroeconomic Conditions Staff Discussion Paper 2020-4 Thibaut Duprey Severe disruptions in the financial markets, as observed during the 2008 global financial crisis or the COVID-19 pandemic, can impair the stability of the entire financial system and worsen macroeconomic downturns. Content Type(s): Staff research, Staff discussion papers Research Topic(s): Central bank research, Coronavirus disease (COVID-19), Financial markets, Financial stability, Monetary and financial indicators JEL Code(s): C, C3, C32, E, E4, E44, G, G0, G01
February 17, 2011 Competition in the Canadian Mortgage Market Bank of Canada Review - Winter 2010-2011 Jason Allen This article begins with a brief examination of the Canadian mortgage market, focusing on the market’s evolution following changes to the Bank Act in 1992, which allowed chartered banks to enter the trust business, and the subsequent entrance of virtual banks and mortgage brokers. Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Interest rates, Market structure and pricing, Monetary policy transmission
Efficiency and Economies of Scale of Large Canadian Banks Staff Working Paper 2005-13 Jason Allen, Ying Liu The authors measure the economies of scale of Canada's six largest banks and their costefficiency over time. Using a unique panel data set from 1983 to 2003, they estimate pooled translog cost functions and derive measures of relative efficiency and economies of scale. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions JEL Code(s): C, C3, C33, D, D2, D24, G, G2, G21
Non-competing Data Intermediaries Staff Working Paper 2020-28 Shota Ichihashi I study a model of competing data intermediaries (e.g., online platforms and data brokers) that collect personal data from consumers and sell it to downstream firms. Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models JEL Code(s): D, D4, D42, D43, D8, D80, L, L1, L12