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3036 Results

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.
August 16, 2012

Bank of Canada Review - Summer 2012

This issue features three articles that present research and analysis by Bank of Canada staff. The first updates previous Bank estimates of measurement bias in the Canadian consumer price index; the second uses a new term-structure model to analyze the relationship between the short-term policy rate and long-term interest rates; and the third examines indicators of balance-sheet risks at financial institutions in Canada.
November 16, 2017

An Update on the Neutral Rate of Interest

The neutral rate serves as a benchmark for measuring monetary stimulus and provides a medium- to long-run anchor for the real policy rate. Global neutral rate estimates have been falling over the past few decades. Factors such as population aging, high corporate savings, and low trend productivity growth are likely to continue supporting a low global neutral rate. These global factors as well as domestic factors are exerting downward pres-sure on the Canadian real neutral rate, which is estimated to be between 0.5 to 1.5 per cent. This low neutral rate has important implications for monetary policy and financial stability.

Structural Multi-Equation Macroeconomic Models: Identification-Robust Estimation and Fit

Staff Working Paper 2009-19 Jean-Marie Dufour, Lynda Khalaf, Maral Kichian
Weak identification is likely to be prevalent in multi-equation macroeconomic models such as in dynamic stochastic general equilibrium setups. Identification difficulties cause the breakdown of standard asymptotic procedures, making inference unreliable.

Redistributive Effects of a Change in the Inflation Target

Staff Analytical Note 2017-13 Robert Amano, Thomas J. Carter, Yaz Terajima
In light of the financial crisis and its aftermath, several economists have argued that inflation-targeting central banks should reconsider the level of their inflation targets. While the appropriate level for the inflation target remains an open question, it’s important to note that any transition to a new target would entail certain costs.
Content Type(s): Staff research, Staff analytical notes Research Topic(s): Inflation targets, Monetary policy framework JEL Code(s): E, E5, E52, E58

Do Exchange Rates Affect the Capital-Labour Ratio? Panel Evidence from Canadian Manufacturing Industries

Staff Working Paper 2005-12 Danny Leung, Terence Yuen
Using industry-level data for Canadian manufacturing industries from 1981 to 1997, the authors find empirical evidence of a negative relationship between the capital-labour ratio and the user cost of capital relative to the price of labour.
Content Type(s): Staff research, Staff working papers Research Topic(s): Exchange rates, Productivity JEL Code(s): F, F4

Search-for-Yield in Canadian Fixed-Income Mutual Funds and Monetary Policy

Staff Working Paper 2014-3 Sermin Gungor, Jesus Sierra
This paper investigates the effects of monetary policy on the risk-taking behavior of fixed-income mutual funds in Canada. We consider different measures of the stance of monetary policy and investigate active variation in mutual funds’ risk exposure in response to monetary policy.
Content Type(s): Staff research, Staff working papers Research Topic(s): Financial institutions, Monetary policy transmission JEL Code(s): E, E5, E52, G, G2, G23
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