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. […] Content Type(s): Staff research, Staff working papers Research Topic(s): Econometric and statistical methods, Monetary and financial indicators JEL Code(s): C, C4, C45, E, E3, E37, E4, E44
Capital Gains and Inflation Taxes in a Life-cycle Model Staff Working Paper 1999-2 Charles Leung, Guang-Jia Zhang Inflation distorts an economy through many channels. This paper highlights the interaction between inflation and capital gains tax and how they distort an economy through the financial market. Several observations motivate this research. First, capital formation or investment is an important channel for economic agents to smooth their consumption over their life cycles. Second, capital […] Content Type(s): Staff research, Staff working papers Research Topic(s): Inflation: costs and benefits JEL Code(s): E, E5, E6
Dynamic Employment and Hours Effects of Government Spending Shocks Staff Working Paper 1999-1 Mingwei Yuan, Wenli Li In this paper, we analyze the dynamic behaviour of employment and hours worked per worker in a stochastic general equilibrium model with a matching mechanism between vacancies and unemployed workers. The model is estimated for the United States using the Generalized Methods of Moments (GMM) estimation technique. An increase in government spending raises hours worked […] Content Type(s): Staff research, Staff working papers Research Topic(s): Fiscal policy, Labour markets JEL Code(s): E, E2, E24, E3, E32, E6, E62, J, J6, J64
Résultats empiriques multi-pays relatifs à l'impact des cibles d'inflation sur la crédibilité de la politique monétaire Staff Working Paper 1998-23 Pierre St-Amant, David Tessier Over the last few years, many countries have adopted inflation targets. The objective of this paper is to report some empirical results that bear on the link between the adoption of inflation targets and the behaviour of the main macroeconomic variables. After a discussion of some recent articles analyzing international experience, some simple statistical tests […] Content Type(s): Staff research, Staff working papers Research Topic(s): Inflation targets
A Non-Paradoxical Interpretation of the Gibson Paradox Staff Working Paper 1998-22 Serge Coulombe In this study, we show how, to yield the real cost of borrowing, the price level can be combined with the nominal interest rate in a monetary regime where the level of prices is trend stationary. We show that the price level then conveys intertemporal information in a way similar to nominal interest rates. We […] Content Type(s): Staff research, Staff working papers Research Topic(s): Inflation and prices, Inflation targets, Inflation: costs and benefits, Interest rates
Une nouvelle méthode d'estimation de l'écart de production et son application aux États-Unis, au Canada et à l'Allemagne Staff Working Paper 1998-21 René Lalonde, Jennifer Page, Pierre St-Amant This study introduces a new method for identifying the output gap, based on the estimation of multivariate autoregression (VAR) models. This approach, which involves using restrictions to identify structural shocks that have only a transitory effect on output but that affect the trend inflation rate, is compared with the decomposition method proposed by Blanchard and […] Content Type(s): Staff research, Staff working papers
Evaluating Alternative Measures of the Real Effective Exchange Rate Staff Working Paper 1998-20 Robert Lafrance, Patrick Osakwe, Pierre St-Amant This paper discusses the merits and shortcomings of alternative price indices used in constructing real effective exchange rate indices and examines the effects of different weighting schemes. It also compares selected measures of the real effective exchange rate in terms of their ability to explain movements in Canadian net exports and real output. The paper […] Content Type(s): Staff research, Staff working papers
Can a Matching Model Explain the Long-Run Increase in Canada's Unemployment Rate? Staff Working Paper 1998-19 Andreas Hornstein, Mingwei Yuan The authors construct a simple general equilibrium model of unemployment and calibrate it to the Canadian economy. Job creation and destruction are endogenous. In this model, they consider several potential factors that could contribute to the long-run increase in the Canadian unempoloyment rate: a more generous unemployment insurance system, higher layoff costs, higher discretionary taxes, […] Content Type(s): Staff research, Staff working papers Research Topic(s): Economic models, Fiscal policy, Labour markets JEL Code(s): E, E2, E6, J, J4
The Sale of Durable Goods by a Monopolist in a Stochastic Environment Staff Working Paper 1998-18 Gabriel Srour This paper examines the sale of durable goods by a monopolist in a stochastic partil equilibrium setting. It analyzes the responses of prices and output to various types of shocks and notes the differences with non-durable goods and competitive markets. It shows that behavior in this model with constant marginal costs of production is in […] Content Type(s): Staff research, Staff working papers Research Topic(s): Market structure and pricing JEL Code(s): D, D4
La politique monétaire a-t-elle des effets asymétriques sur l'emploi? Staff Working Paper 1998-17 Lise Pichette Several economists, including Cover (1992), Ammer and Brunner (1995), Macklem, Paquet, and Phaneuf (1996), have worked over the past few years to determine whether monetary policy shocks have asymmetric effects on output. These authors have generally found that negative monetary shocks tend to reduce output growth significantly, and that positive shocks generally have a weaker […] Content Type(s): Staff research, Staff working papers Research Topic(s): Monetary policy transmission JEL Code(s): E, E5