C - Mathematical and Quantitative Methods

• The Application of Artificial Neural Networks to Exchange Rate Forecasting: The Role of Market Microstructure Variables

  Staff Working Paper 2000-23 Nikola Gradojevic, Jing Yang

  Artificial neural networks (ANN) are employed for high-frequency Canada/U.S. dollar exchange rate forecasting. ANN outperform random walk and linear models in a number of recursive out-of- sample forecasts.

  Content Type(s): Staff research, Staff working papers Topic(s): Exchange rates JEL Code(s): C, C4, C45, F, F3, F31

• Steps in Applying Extreme Value Theory to Finance: A Review

  Staff Working Paper 2000-20 Younes Bensalah

  Extreme value theory (EVT) has been applied in fields such as hydrology and insurance. It is a tool used to consider probabilities associated with extreme and thus rare events. EVT is useful in modelling the impact of crashes or situations of extreme stress on investor portfolios.

  Content Type(s): Staff research, Staff working papers Topic(s): Financial markets JEL Code(s): C, C0, C4, C5, G, G1

• Employment Effects Of Nominal-Wage Rigidity: An Examination Using Wage-Settlements Data

  Staff Working Paper 2000-14 Umar Faruqui

  The argument advocating a moderate level of inflation based on the downward nominal-wage rigidity (DNWR) hypothesis rests on three factors: its presence, extent, and negative impact in the labour market. This paper focuses on the employment effect of DNWR.

  Content Type(s): Staff research, Staff working papers Topic(s): Labour markets JEL Code(s): C, C2, C23, J, J2, J23, J3, J30

• Fractional Cointegration and the Demand for M1

  Staff Working Paper 2000-13 Greg Tkacz

  Using wavelets, the author estimates the fractional order of integration of a common long-run money-demand relationship whose parameters are obtained from a full-information maximum-likelihood procedure.

  Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Monetary aggregates JEL Code(s): C, C1, C13, E, E4, E41

• Testing the Pricing-to-Market Hypothesis: Case of the Transportation Equipment Industry

  Staff Working Paper 2000-8 Lynda Khalaf, Maral Kichian

  Pricing-to-market (PTM) theory suggests that monopolistic firms which export adjust their destination-specific markups in reaction to exchange rate shocks. These adjustments limit changes in the price of their exports.

  Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Market structure and pricing JEL Code(s): C, C1, C12, C15, L, L1, L11, L16

• Non-Parametric and Neural Network Models of Inflation Changes

  Staff Working Paper 2000-7 Greg Tkacz

  Previous studies have shown that interest rate yield spreads contain useful information about future changes in inflation. However, such studies have for the most part focused on linear models, ignoring potential non-linearities between interest rates and inflation.

  Content Type(s): Staff research, Staff working papers Topic(s): Economic models, Inflation and prices JEL Code(s): C, C5, C51, E, E3, E31

• Some Explorations, Using Canadian Data, of the S-Variable in Akerlof, Dickens, and Perry (1996)

  Staff Working Paper 2000-6 Seamus Hogan, Lise Pichette

  A number of authors have suggested that economies face a long-run inflation-unemployment trade-off due to downward nominal-wage rigidity. This theory has implications for the nature of the short-run Phillips curve when wage inflation is low.

  Content Type(s): Staff research, Staff working papers Topic(s): Monetary policy framework, Monetary policy transmission JEL Code(s): C, C5, C52, E, E2, E24, E5, E50

• Estimating the Fractional Order of Integration of Interest Rates Using a Wavelet OLS Estimator

  Staff Working Paper 2000-5 Greg Tkacz

  The debate on the order of integration of interest rates has long focused on the I(1) versus I(0) distinction. In this paper, we use instead the wavelet OLS estimator of Jensen (1999) to estimate the fractional integration parameters of several interest rates for the United States and Canada from 1948 to 1999.

  Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Interest rates JEL Code(s): C, C1, C13, E, E4, E43

• Long-Term Determinants of the Personal Savings Rate: Literature Review and Some Empirical Results for Canada

  Staff Working Paper 2000-3 Gilles Bérubé, Denise Côté

  This paper examines the structural determinants of the personal savings rate in Canada over the last 30 years, using cointegration techniques. The main finding is that the real interest rate, expected inflation, the ratio of the all-government fiscal balances to nominal GDP, and the ratio of household net worth to personal disposable income are the most […]

  Content Type(s): Staff research, Staff working papers Topic(s): Domestic demand and components JEL Code(s): C, C2, C22, E, E2, E21

• GAUSS™ Programs for the Estimation of State-Space Models with ARCH Errors: A User's Guide

  Staff Working Paper 2000-2 Maral Kichian

  State-space models have long been popular in explaining the evolution of various economic variables. This is mainly because they generally have more economic content than do others in their class of parsimonious models (for example, VARs). Yet, in spite of their advantages, use of these models until recently was limited by the assumption that all […]

  Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods JEL Code(s): C, C3, C32, C8, C82, C87, C89