C - Mathematical and Quantitative Methods

• Estimation and Inference by the Method of Projection Minimum Distance

  Staff Working Paper 2007-56 Òscar Jordà, Sharon Kozicki

  A covariance-stationary vector of variables has a Wold representation whose coefficients can be semi-parametrically estimated by local projections (Jordà, 2005). Substituting the Wold representations for variables in model expressions generates restrictions that can be used by the method of minimum distance to estimate model parameters.

  Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods JEL Code(s): C, C3, C32, C5, C53, E, E4, E47

• Tracking Canadian Trend Productivity: A Dynamic Factor Model with Markov Switching

  Staff Discussion Paper 2007-12 Michael Dolega

  The author attempts to track Canadian labour productivity over the past four decades using a multivariate dynamic factor model that, in addition to the labour productivity series, includes aggregate compensation and consumption information. Productivity is assumed to switch between two regimes (the high-growth state and the low-growth state) with different trend growth rates according to […]

  Content Type(s): Staff research, Staff discussion papers Topic(s): Productivity JEL Code(s): C, C3, C32, O, O4, O5, O51

• Examining Simple Joint Macroeconomic and Term-Structure Models: A Practitioner's Perspective

  Staff Working Paper 2007-49 David Bolder, Shudan Liu

  The primary objective of this paper is to compare a variety of joint models of the term structure of interest rates and the macroeconomy.

  Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Financial markets, Interest rates JEL Code(s): C, C0, C6, E, E4, G, G1

• The Bank of Canada's Version of the Global Economy Model (BoC-GEM)

  Technical Report No. 98 René Lalonde, Dirk Muir

  The Bank of Canada's version of the Global Economy Model (BoC-GEM) is derived from the model created at the International Monetary Fund by Douglas Laxton (IMF) and Paolo Pesenti (Federal Reserve Bank of New York and National Bureau of Economic Research).

  Content Type(s): Staff research, Technical reports Topic(s): Business fluctuations and cycles, Economic models, International topics JEL Code(s): C, C6, C68, E, E2, E27, E3, E37, F, F3, F32, F4, F47

• Implications of Asymmetry Risk for Portfolio Analysis and Asset Pricing

  Staff Working Paper 2007-47 Fousseni Chabi-Yo, Dietmar Leisen, Eric Renault

  Asymmetric shocks are common in markets; securities' payoffs are not normally distributed and exhibit skewness. This paper studies the portfolio holdings of heterogeneous agents with preferences over mean, variance and skewness, and derives equilibrium prices.

  Content Type(s): Staff research, Staff working papers Topic(s): Financial markets, Market structure and pricing JEL Code(s): C, C5, C52, D, D5, D58, G, G1, G11, G12

• Multilateral Adjustment and Exchange Rate Dynamics: The Case of Three Commodity Currencies

  Staff Working Paper 2007-41 Jeannine Bailliu, Ali Dib, Takashi Kano, Lawrence L. Schembri

  In this paper, we empirically investigate whether multilateral adjustment to large U.S. external imbalances can help explain movements in the bilateral exchange rates of three commodity currencies – the Australian, Canadian and New Zealand (ACNZ) dollars.

  Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Exchange rates JEL Code(s): C, C1, C11, C2, C22, F, F3, F31, F32

• The Canadian Business Cycle: A Comparison of Models

  Staff Working Paper 2007-38 Frédérick Demers, Ryan Macdonald

  This paper examines the ability of linear and nonlinear models to replicate features of real Canadian GDP. We evaluate the models using various business-cycle metrics.

  Content Type(s): Staff research, Staff working papers Topic(s): Business fluctuations and cycles, Econometric and statistical methods JEL Code(s): C, C3, C32, E, E3, E37

• Computing Optimal Policy in a Timeless-Perspective: An Application to a Small-Open Economy

  Staff Working Paper 2007-32 Michel Juillard, Florian Pelgrin

  Since the contribution of Kydland and Prescott (1977), it is well known that the optimal Ramsey policy is time inconsistent. In a series of recent contributions, Woodford (2003) proposes a new methodology to circumvent this problem, namely the timeless perspective solution.

  Content Type(s): Staff research, Staff working papers Topic(s): Monetary policy framework JEL Code(s): C, C6, E, E5, E6

• Managing Adverse Dependence for Portfolios of Collateral in Financial Infrastructures

  Staff Working Paper 2007-25 Alejandro García, Ramazan Gençay

  We propose a framework that allows a portfolio manager to quantify the probability of simultaneous losses in multiple assets of a collateral portfolio. Using this framework, we propose a methodology to conduct stress tests on the market value of the portfolio of collateral when undesirable extreme dependence occurs.

  Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Financial markets, Financial stability JEL Code(s): C, C1, C10, G, G0, G00, G1, G10

• Multivariate Realized Stock Market Volatility

  Staff Working Paper 2007-20 Gregory Bauer, Keith Vorkink

  We present a new matrix-logarithm model of the realized covariance matrix of stock returns. The model uses latent factors which are functions of both lagged volatility and returns.

  Content Type(s): Staff research, Staff working papers Topic(s): Econometric and statistical methods, Financial markets JEL Code(s): C, C3, C32, C5, C53, G, G1, G14