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Maral Kichian
Maral Kichian
Senior Analyst
Bank of Canada
234 Wellington Street
Ottawa, ON K1A 0G9

Maral Kichian

Senior Analyst

About Maral Kichian

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Bank of Canada publications

  1. Semi-Structural Models for Inflation Forecasting

    Working Paper 2010-34 - Maral Kichian, Rumler Fabio, Paul Corrigan

    We propose alternative single-equation semi-structural models for forecasting inflation in Canada, whereby structural New Keynesian models are combined with time-series features in the data. Several marginal cost measures are used, including one that in addition to unit labour cost also integrates relative price shocks known to play an important role in open-economies.

    Topic: Econometric and statistical methods; Inflation and prices
  2. Alternative Optimized Monetary Policy Rules in Multi-Sector Small Open Economies: The Role of Real Rigidities

    Working Paper 2010-9 - Carlos De Resende, Ali Dib, Maral Kichian

    Inflation-targeting central banks around the world often state their inflation objectives with regard to the consumer price index (CPI). Yet the literature on optimal monetary policy based on models with nominal rigidities and more than one sector suggests that CPI inflation is not always the best choice from a social welfare perspective.

    Topic: Inflation and prices; Inflation targets; Inflation: costs and benefits; Monetary policy framework; Monetary policy implementation
  3. Structural Inflation Models with Real Wage Rigidities: The Case of Canada

    Working Paper 2009-21 - Jean-Marie Dufour, Lynda Khalaf, Maral Kichian

    Real wage rigidities have recently been proposed as a way of building intrinsic persistence in inflation within the context of New Keynesian Phillips Curves. Using two recent illustrative structural models, we evaluate empirically the importance of real wage rigidities in the data and the extent to which such models provide useful information regarding price stickiness.

    Topic: Econometric and statistical methods; Inflation and prices; Labour markets
  4. Structural Multi-Equation Macroeconomic Models: Identification-Robust Estimation and Fit

    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.

    Topic: Econometric and statistical methods; Inflation and prices
  5. Assessing Indexation-Based Calvo Inflation Models

    Working Paper 2009-7 - Jean-Marie Dufour, Lynda Khalaf, Maral Kichian

    Using identification-robust methods, the authors estimate and evaluate for Canada and the United States various classes of inflation equations based on generalized structural Calvo-type models. The models allow for different forms of frictions and vary in their assumptions regarding the type of price indexation adopted by firms. Point and confidence-set parameter estimates are obtained based [...]

    Topic: Econometric and statistical methods; Inflation and prices
  6. Does Indexation Bias the Estimated Frequency of Price Adjustment?

    Working Paper 2007-15 - Maral Kichian, Oleksiy Kryvtsov

    We assess the implications of price indexation for estimated frequency of price adjustment in sticky price models of business cycles. These models predominantly assume that non-reoptimized prices are indexed to lagged or average inflation.

    Topic: Econometric and statistical methods; Economic models; Inflation and prices
  7. Forecasting Commodity Prices: GARCH, Jumps, and Mean Reversion

    Fluctuations in the prices of various natural resource products are of concern in both policy and business circles; hence, it is important to develop accurate price forecasts.

    Topic: Econometric and statistical methods
  8. Structural Change in Covariance and Exchange Rate Pass-Through: The Case of Canada

    Working Paper 2006-2 - Lynda Khalaf, Maral Kichian

    The authors address empirically the implications of structural breaks in the variance-covariance matrix of inflation and import prices for changes in pass-through.

    Topic: Econometric and statistical methods
  9. Inflation Dynamics and the New Keynesian Phillips Curve: An Identification-Robust Econometric Analysis

    Working Paper 2005-27 - Jean-Marie Dufour, Lynda Khalaf, Maral Kichian

    The authors use identification-robust methods to assess the empirical adequacy of a New Keynesian Phillips curve (NKPC) equation.

    Topic: Econometric and statistical methods; Inflation and prices
  10. A Forecasting Model for Inventory Investments in Canada

    Working Paper 2004-39 - Marwan Chacra, Maral Kichian

    The authors present an empirical model to forecast short-run inventory investment behaviour for Canada.

    Topic: Domestic demand and components; Econometric and statistical methods
  11. Estimating New Keynesian Phillips Curves Using Exact Methods

    Working Paper 2004-11 - Lynda Khalaf, Maral Kichian

    The authors use simple new finite-sample methods to test the empirical relevance of the New Keynesian Phillips curve (NKPC) equation.

    Topic: Econometric and statistical methods; Inflation and prices
  12. Structural Change and Forecasting Long-Run Energy Prices

    The authors test the statistical significance of Pindyck's (1999) suggested class of econometric equations that model the behaviour of long-run real energy prices.

    Topic: Econometric and statistical methods
  13. Testing the Stability of the Canadian Phillips Curve Using Exact Methods

    Working Paper 2003-7 - Lynda Khalaf, Maral Kichian

    Postulating two different specifications for the Canadian Phillips curve (a purely backwardlooking model, and a partly backward-, partly forward-looking model), the authors test for structural breaks in the parameters of the equation. In each case, they account for the possibilities that: (i) breaks can be discrete, or continuous, and (ii) available data samples may be too small to justify using asymptotically valid structural-change tests.

    Topic: Econometric and statistical methods
  14. Shift Contagion in Asset Markets

    Working Paper 2003-5 - Toni Gravelle, Maral Kichian, James Morley

    The authors develop a new methodology to investigate how crises cause the relationship between financial variables to change. Two possible sources of increased co-movement between markets during high-variance episodes are considered: larger common shocks operating through standard market linkages, and a structural change in the propagation of shocks between markets, called "shift contagion."

    Topic: Econometric and statistical methods; Financial markets
  15. On Inflation and the Persistence of Shocks to Output

    Working Paper 2001-22 - Maral Kichian, Richard Luger

    This paper empirically investigates the possibility that the effects of shocks to output depend on the level of inflation. The analysis extends Elwood's (1998) framework by incorporating in the model an inflation-threshold process that can potentially influence the stochastic properties of output.

    Topic: Econometric and statistical methods; Inflation: costs and benefits
  16. On the Nature and the Stability of the Canadian Phillips Curve

    Working Paper 2001-4 - Maral Kichian

    This paper empirically determines why, during the 1990s, inflation in Canada was consistently more stable than predicted by the fixed-coefficients Phillips curve. A time-varying-coefficient model, where all the parameters adjust simultaneously, shows that the behaviour of expectations was probably a major contributing factor.

    Topic: Business fluctuations and cycles; Econometric and statistical methods; Inflation and prices
  17. Modelling Risk Premiums in Equity and Foreign Exchange Markets

    Working Paper 2000-9 - René Garcia, Maral Kichian

    The observed predictability of excess returns in equity and foreign exchange markets has largely been attributed to the presence of time-varying risk premiums in these markets. For example, excess equity returns were found to be explained by various financial and economic variables. Similarly, in the foreign exchange market, the forward rate was found not to [...]

    Topic: Exchange rates; Financial markets; Market structure and pricing
  18. Testing the Pricing-to-Market Hypothesis: Case of the Transportation Equipment Industry

    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. Thus, important movements in the bilateral nominal exchange rate between two countries that trade are not necessarily fully reflected in the price of imports. Evidence in [...]

    Topic: Econometric and statistical methods; Market structure and pricing
  19. GAUSS™ Programs for the Estimation of State-Space Models with ARCH Errors: A User's Guide

    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 [...]

    Topic: Econometric and statistical methods
  20. Measuring Potential Output within a State-Space Framework

    Working Paper 1999-9 - Maral Kichian

    In this paper we measure potential output (and consequently the output gap) using state-space models. Given that the estimated output gap is used as an indicator to measure the extent of inflationary pressures in the economy, we evaluate the use of such models for the implementation of monetary policy. Our starting point is the Gerlach [...]

    Topic: Potential output
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Education

  • Ph.D., Université de Montréal

Research Interests

  • Macroeconometrics
  • Applied Finance
  • Applied International Economics
  • Computational Econometrics

Publications

Refereed Journals

  • "On the Precision of Calvo Parameter Estimates in Structural NKPC Models,"
    (with Jean-Marie Dufour and Lynda Khalaf), Journal of Economic Dynamics and Control, forthcoming.
  • "Structural Change and the Dynamics of Energy Prices; An Identification-Robust Test for Time-Varying Parameters,"
    (with Jean-Thomas Bernard, Jean-Marie Dufour, and Lynda Khalaf), Journal of Applied Econometrics, forthcoming.
  • "Estimation Uncertainty in Structural Inflation Models with Real Wage Rigidities"
    (with Jean-Marie Dufour and Lynda Khalaf), Computational Statistics and Data Analysis, Vol 54(11), 2010.
  • "Forecasting Commodity Prices: GARCH, Jumps, and Mean-Reversion"
    (with J-T. Bernard, L. Khalaf, and S. McMahon), Journal of Forecasting, Vol 27(4), 2008.
  • "Exact test for Breaks in Covariance in Multivariate Regressions"
    (with L. Khalaf), Economics Letters, Volume 95, Issue 2, May 2007, p.241-246 .
  • "Inflation Dynamics and the New Keynesian Phillips Curve: An Identification-Robust Econometric Analysis,"
    (with J-M Dufour and L. Khalaf), Journal of Economic Dynamics and Control, Vol 30(9-10), September-October 2006.
  • "Detecting Shift-Contagion in Currency and Bond markets,"
    (with T. Gravelle and J. Morley), Journal of International Economics, Vol 68(2), March 2006.
  • "Exact Tests of the Stability of the Phillips Curve: The Canadian Case,"
    (with L. Khalaf), Computational Statistics and Data Analysis, Vol 49(2), April 2005.
  • "Pricing-to-Market Tests in Instrumental Regressions: Case of the Transportation Equipment Industry"
    (with L. Khalaf), Empirical Economics, Vol 29(2), June 2004.

Books

  • "Simulation-Based Tests of PTM", in Computational Methods in Decision-Making, Economics and Finance, E.J. Kontoghiorghes et al. (eds), chapter 29, p. 583-603.

Other publications

  • Discussion of "Bank Contagion in Europe"
    by R. Gropp and J. Vesala, in: The Evolving Financial System and Public Policy, proceedings of the Bank of Canada (MFA) 2003 conference volume. Forthcoming.
  • "Detecting shift-Contagion in Currency and Bond Markets"
    (with T. Gravelle and J. Morley), in: Financial Market Structure and Dynamics, proceedings of Bank of Canada (FMD) 2001 conference volume.
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