Evaluating the Quarterly Projection Model: A Preliminary Investigation
No abstract is available for this item.
|Length:||77 pages Abstract: This paper summarizes the results of recent research evaluating the Bank of Canada's Quarterly Projection Model (QPM). Because QPM consists of a steady-state model and a dynamic model, our evaluation work consists of two parts. The first part assesses the calibration of QPM's core steady-state using a variant of Canova's (1994, 1995) Monte Carlo approach. Using parameter values drawn from prior distributions, we assess QPM's sensitivity to various plausible parameter values. Our approach differs somewhat from the recent literature in that it specifically takes into account the uncertainty that surrounds the estimates of the steady-state values we are trying to evaluate. Instead of attempting to match exactly the desired properties of the data, we calculate confidence intervals around the mean of the variable we wish to match, subsequently discarding parameterizations that result in simulated data falling outside this interval. The second part of the evaluation uses artificial data, generated stochastically with QPM, to test the dynamic model's ability to replicate key historical moments. Autocorrelations, reduced-form regressions, and temporal bivariate correlations are used to compare historical data with data produced by QPM. We also assess the sensitivity of our results to the structure of the stochastic shocks and the specification of the monetary policy rule. The results of the two evaluations reveal some strengths and weaknesses in the model. For example, while most of the parameter calibrations in the steady-state model appear reasonable, there are some parameters for which other values may be more appropriate. Similarly, while the dynamic model can replicate most of the key historical moments, some work is required to develop the linkages between foreign and domestic variables. (1) Also affiliated with the Center for Research on Economic Fluctuations and Employment, Université du Québec à Montréal, Montréal, Québec, H3C 3P8, Canada|
|Date of creation:||2002|
|Contact details of provider:|| Postal: 234 Wellington Street, Ottawa, Ontario, K1A 0G9, Canada|
Phone: 613 782-8845
Fax: 613 782-8874
Web page: http://www.bank-banque-canada.ca/
References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Canova, Fabio, 1994. "Statistical Inference in Calibrated Models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 9(S), pages 123-144, Suppl. De.
- Harrison, Glenn W. & Jones, Richard & Kimbell, Larry J. & Wigle, Randal, 1993. "How robust is applied general equilibrium analysis?," Journal of Policy Modeling, Elsevier, vol. 15(1), pages 99-115, February.
- McFadden, Daniel, 1989.
"A Method of Simulated Moments for Estimation of Discrete Response Models without Numerical Integration,"
Econometric Society, vol. 57(5), pages 995-1026, September.
- Daniel McFadden, 1987. "A Method of Simulated Moments for Estimation of Discrete Response Models Without Numerical Integration," Working papers 464, Massachusetts Institute of Technology (MIT), Department of Economics.
- George C. Davis & Maria Cristina Espinoza, 1998. "A Unified Approach to Sensitivity Analysis in Equilibrium Displacement Models," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(4), pages 868-879.
- ABDELKHALEK, Touhami & DUFOUR, Jean-Marie, 1997.
"Statistical Inference for Computable General Equilibrium Models with Application to a Model of the Moroccan Economy,"
Cahiers de recherche
9713, Universite de Montreal, Departement de sciences economiques.
- Touhami Abdelkhalek & Jean-Marie Dufour, 1998. "Statistical Inference For Computable General Equilibrium Models, With Application To A Model Of The Moroccan Economy," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 520-534, November.
- Cogley, Timothy & Nason, James M., 1995.
"Effects of the Hodrick-Prescott filter on trend and difference stationary time series Implications for business cycle research,"
Journal of Economic Dynamics and Control,
Elsevier, vol. 19(1-2), pages 253-278.
- Timothy Cogley & James M. Nason, 1993. "Effects of the Hodrick-Prescott filter on trend and difference stationary time series: implications for business cycle research," Working Papers in Applied Economic Theory 93-01, Federal Reserve Bank of San Francisco.
- Lawrence J. Christiano & Martin Eichenbaum, 1992.
"Liquidity effects, monetary policy, and the business cycle,"
Discussion Paper / Institute for Empirical Macroeconomics
70, Federal Reserve Bank of Minneapolis.
- Christiano, Lawrence J & Eichenbaum, Martin, 1995. "Liquidity Effects, Monetary Policy, and the Business Cycle," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 27(4), pages 1113-1136, November.
- Martin Eichenbaum & Lawrence J. Christiano, 1992. "Liquidity Effects, Monetary Policy, and the Business Cycle," NBER Working Papers 4129, National Bureau of Economic Research, Inc.
- Lawrence J. Christiano & Martin Eichenbaum, 1992. "Liquidity effects, monetary policy and the business cycle," Working Paper Series, Macroeconomic Issues 92-15, Federal Reserve Bank of Chicago.
- Singleton, Kenneth J., 1988. "Econometric issues in the analysis of equilibrium business cycle models," Journal of Monetary Economics, Elsevier, vol. 21(2-3), pages 361-386.
- Harrison, Glenn W & Vinod, H D, 1992. "The Sensitivity Analysis of Applied General Equilibrium Models: Completely Randomized Factorial Sampling Designs," The Review of Economics and Statistics, MIT Press, vol. 74(2), pages 357-362, May.
- Rowe, Nicholas & Yetman, James, 2000. "Identifying Policy-makers' Objectives: An Application to the Bank of Canada," Staff Working Papers 00-11, Bank of Canada.
- Olivier J. Blanchard, 1984.
"Debt, Deficits and Finite Horizons,"
NBER Working Papers
1389, National Bureau of Economic Research, Inc.
- Douglas W. Elmendorf & N. Gregory Mankiw, 1998.
Harvard Institute of Economic Research Working Papers
1820, Harvard - Institute of Economic Research.
- Douglas W. Elmendorf & N. Gregory Mankiw, 1998. "Government debt," Finance and Economics Discussion Series 1998-09, Board of Governors of the Federal Reserve System (U.S.).
- Elmendorf, Douglas W. & Mankiw, N, 1999. "Government Debt," Scholarly Articles 2643866, Harvard University Department of Economics.
- Douglas W. Elmendorf & N. Gregory Mankiw, 1998. "Government Debt," NBER Working Papers 6470, National Bureau of Economic Research, Inc.
- Lucas, Robert Jr, 1976. "Econometric policy evaluation: A critique," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 1(1), pages 19-46, January.
- Geweke, John, 1988. "Antithetic acceleration of Monte Carlo integration in Bayesian inference," Journal of Econometrics, Elsevier, vol. 38(1-2), pages 73-89.
- Kydland, Finn E & Prescott, Edward C, 1982.
"Time to Build and Aggregate Fluctuations,"
Econometric Society, vol. 50(6), pages 1345-1370, November.
- Finn E. Kydland & Edward C. Prescott, 1982. "Executable program for "Time to Build and Aggregate Fluctuations"," QM&RBC Codes 4, Quantitative Macroeconomics & Real Business Cycles.
- Finn E. Kydland & Edward C. Prescott, 1982. "Web interface for "Time to Build and Aggregate Fluctuations"," QM&RBC Codes 4a, Quantitative Macroeconomics & Real Business Cycles.
- Coletti, D. & Hunt, B. & Rose, D. & Tetlow, R., 1996. "The Bank of Canada's New Quarterly Projection Model. Part 3 , the Dynamic Model : QPM," Technical Reports 75, Bank of Canada.
When requesting a correction, please mention this item's handle: RePEc:bca:bocawp:02-20. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: ()
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If references are entirely missing, you can add them using this form.
If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.
Please note that corrections may take a couple of weeks to filter through the various RePEc services.