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3045 Results

Forecasting GDP Growth Using Artificial Neural Networks

Staff Working Paper 1999-3 Greg Tkacz, Sarah Hu
Financial and monetary variables have long been known to contain useful leading information regarding economic activity. In this paper, the authors wish to determine whether the forecasting performance of such variables can be improved using neural network models. The main findings are that, at the 1-quarter forecasting horizon, neural networks yield no significant forecast improvements. […]
May 16, 2016

Bank of Canada Review - Spring 2016

This issue focuses on the upcoming renewal of Canada’s inflation-control target. Bank researchers discuss the estimate of the lower bound to policy interest rates in Canada. They also discuss downward nominal wage rigidity and whether its presence warrants considering a higher inflation target. The third article highlights the experience some international central banks have had with unconventional monetary policies. The final article describes monetary policy frameworks in 10 advanced economies.
November 13, 2014

Recent Developments in Experimental Macroeconomics

This article describes experimental economics, in general, and new developments in experimental macroeconomics, in particular. The approach has a clear niche in providing evidence on economic phenomena that cannot be observed directly or that are difficult to measure. Experimental work conducted by Bank of Canada economists has shed light on a number of issues important to monetary policy, such as the relative efficacy between price-level and inflation targeting, and the nature of inflation expectations formation.
Content Type(s): Publications, Bank of Canada Review articles Research Topic(s): Inflation and prices, Monetary policy framework JEL Code(s): C, C9, E, E3, E31, E5, E52

Forecasting Core Inflation in Canada: Should We Forecast the Aggregate or the Components?

Staff Working Paper 2005-44 Frédérick Demers, Annie De Champlain
The authors investigate the behaviour of core inflation in Canada to analyze three key issues: (i) homogeneity in the response of various price indexes to demand or real exchange rate shocks relative to the response of aggregate core inflation; (ii) whether using disaggregate data helps to improve the forecast of core inflation; and (iii) whether using monthly data helps to improve quarterly forecasts.

Estimating DSGE-Model-Consistent Trends for Use in Forecasting

The workhorse DSGE model used for monetary policy evaluation is designed to capture business cycle fluctuations in an optimization-based format. It is commonplace to log-linearize models and express them with variables in deviation-from-steady-state format.

The Welfare Implications of Fiscal Dominance

Staff Working Paper 2008-28 Carlos De Resende, Nooman Rebei
This paper studies the interdependence between fiscal and monetary policy in a DSGE model with sticky prices and non-zero trend inflation. We characterize the fiscal and monetary policies by a rule whereby a given fraction k of the government debt must be backed by the discounted value of current and future primary surpluses.

China's Exchange Rate Policy: A Survey of the Literature

Staff Discussion Paper 2008-5 Robert Lafrance
China's integration into the world economy has benefited its people by reducing poverty and raising living standards, and it has benefited the industrialized world by producing manufactured goods at lower cost. It has also raised geopolitical concerns as China's power grows, economic concerns as the manufacturing base in many industrialized countries erodes, and polemics as proposals of protectionist measures to counter China's export growth are put forward.
Content Type(s): Staff research, Staff discussion papers Research Topic(s): Exchange rate regimes JEL Code(s): F, F3, F33, F36
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