Technological Progress and Monetary Policy: Managing the Fourth Industrial Revolution Staff Discussion Paper 2019-11 Stephen S. Poloz This paper looks at the implications for monetary policy of the widespread adoption of artificial intelligence and machine learning, which is sometimes called the “fourth industrial revolution.” Content Type(s): Staff research, Staff discussion papers Research Topic(s): Economic models, Financial stability, Monetary policy and uncertainty, Monetary policy framework JEL Code(s): C, C5, E, E3, O, O1, O11, O3, O33
Testing the Parametric Specification of the Diffusion Function in a Diffusion Process Staff Working Paper 2005-35 Fuchun Li A new consistent test is proposed for the parametric specification of the diffusion function in a diffusion process without any restrictions on the functional form of the drift function. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Interest rates JEL Code(s): C, C1, C12, C14
Narrative-Driven Fluctuations in Sentiment: Evidence Linking Traditional and Social Media Staff Working Paper 2023-23 Alistair Macaulay, Wenting Song News media present competing interpretations of what breaking news implies for the macroeconomy. Recent examples include news reporting on high inflation and yield curve inversions. Do these narratives shape macroeconomic sentiment? In this paper, we highlight the importance of narratives using evidence linking traditional media and social media. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial markets, Inflation and prices, Monetary policy JEL Code(s): D, D8, D84, E, E3, E32, E4, E43, E44, E5, G, G1
Are Bank Bailouts Welfare Improving? Staff Working Paper 2021-56 Malik Shukayev, Alexander Ueberfeldt Financial sector bailouts, while potentially beneficial during a crisis, might lead to excessive risk taking if anticipated. Taking expectations and aggregate risk implications into account, we show that bailouts can be welfare improving, but only if capital adequacy constraints are sufficiently tight. Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Financial stability, Financial system regulation and policies JEL Code(s): D, D6, D62, E, E3, E32, E4, E44, G, G0, G01
February 4, 2010 The Coming Thaw Remarks Mark Carney Winnipeg Chamber of Commerce Winnipeg, Manitoba It is a pleasure to be here in Winnipeg. Today, I intend to elaborate on elements of the Bank of Canada's economic outlook. Content Type(s): Press, Speeches and appearances, Remarks
September 6, 2018 An Update on Canada’s Economic Resilience Remarks Carolyn A. Wilkins Saskatchewan Trade & Export Partnership Regina, Saskatchewan Senior Deputy Governor Wilkins discusses economic developments since the July Monetary Policy Report and Governing Council’s deliberations leading to yesterday’s policy rate decision. Content Type(s): Press, Speeches and appearances, Remarks Research Topic(s): Economic models, Inflation targets, Interest rates, Monetary policy, Monetary policy and uncertainty, Recent economic and financial developments, Trade integration
Optimal Monetary and Macroprudential Policies Staff Working Paper 2021-21 Josef Schroth Optimal coordination of monetary and macroprudential policies implies higher risk weights on (safe) bonds any time that banks are required to hold additional capital buffers. Coordination also implies a somewhat tighter monetary-policy stance whenever such capital buffers are released. Content Type(s): Staff research, Staff working papers Research Topic(s): Credit and credit aggregates, Financial stability, Financial system regulation and policies, Inflation targets, Monetary policy JEL Code(s): E, E4, E44, E6, E60, G, G2, G21, G28
Tractable Term Structure Models Staff Working Paper 2015-46 Bruno Feunou, Jean-Sébastien Fontaine, Anh Le, Christian Lundblad We introduce a new framework that facilitates term structure modeling with both positive interest rates and flexible time-series dynamics but that is also tractable, meaning amenable to quick and robust estimation. Content Type(s): Staff research, Staff working papers Research Topic(s): Asset pricing, Interest rates, International financial markets, International topics, Monetary policy and uncertainty, Monetary policy transmission JEL Code(s): G, G1, G12
Volatility and Liquidity Costs Staff Working Paper 2013-29 Selma Chaker Observed high-frequency prices are contaminated with liquidity costs or market microstructure noise. Using such data, we derive a new asset return variance estimator inspired by the market microstructure literature to explicitly model the noise and remove it from observed returns before estimating their variance. Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Financial markets, Market structure and pricing JEL Code(s): C, C1, C14, C5, C51, C58, G, G2, G20
Bank Runs, Portfolio Choice, and Liquidity Provision Staff Working Paper 2019-37 Toni Ahnert, Mahmoud Elamin After the financial crisis of 2007–09, many jurisdictions introduced new banking regulations to make banks more resilient and less likely to fail. These regulations included tighter limits for the quality and quantity of bank capital and introduced minimum standards for liquidity. But what was the impact of these changes? Content Type(s): Staff research, Staff working papers Research Topic(s): Financial stability, Wholesale funding JEL Code(s): G, G0, G01, G2, G21