Abstract
We evaluate the performance of new core inflation indicators for Costa Rica, computed through the exclusion or reweighting of the items in the CPI basket. We construct exclusion indicators based on the elimination of fixed categories of the CPI, as well as alternative versions of an indicator calculated by excluding articles according to their volatility, using data updated to December 2012. We also construct two types of reweighted indicators: one type using volatility measures and the other using persistence measures. Persistence reweighting is based either on the estimated spectrum of the series of price changes, three indicators based in an autoregressive coefficients methodology, a mean-reversion indictor, or an indicator based on the correlation of each series of price changes with variations in future inflation. For each indicator, we evaluate unbiasedness, fit to trend inflation, predictive ability and long-run behaviour. From the results of this evaluation, we recommend monitoring one of the volatility-weighted indicators and one of the persistence-weighted indicators.References
Andrews, D. W., & Chen, H. (1994). Approximately Median-Unbiased Estimation of Autoregressive Models. Journal Of Business And Economic Statistics, 12(2), 187-204.
Bai, J., & Perron, P. (2003). Computing and analysis of multiple structural change models. Journal of applied econometrics.18, 1-22.
Batini, N., & Nelson, E. (2002). The lag from monetary policy actions to inflation: Friedman revisited (Bank of England Discussion Paper No.6).
Bilke, L., & Stracca, L. (2008). A Persistence-weighted measure of core inflation in the Euro zone. European Central Bank: working paper series No. 905, 1-27.
Blinder, A. (1997). Comentarios sobre artículo de Stephen G. Cecchetti´s: Measuring Short- Run Inflation for Central Bankers. Review, 157-160.
Capistrán, C., & Ramos-Francia, M. (2009). Inflation Dynamics in Latin America. Contemporary Economic Policy, 27(3), 349-362.
Chaverri, C., & Torres, C. (2010). Dinámica inflacionaria y persistencia en Costa Rica: Periodo 1953-2009 (Documento de Investigación 02-201). Departamento de Investigación Económica, Banco Central de Costa Rica.
Cogley, T. (2002). A Simple Adaptive Measure of Core Inflation. Journal of Money, Credit, and Banking, 34(1).
Cogley, T., & Sargent, T. (2001). Evolving Post-World War II U.S. Inflation Dynamics. En B. Bernanke, & K. Rogoff (Edits.), NBER Macroeconomics Annual 2001 (Vol. 16, págs. 331-388). MIT Press.
Cogley, T., & Sargent, T. (2005). Drift and Volatilities: Monetary Policies and Outcomes in the Post WWII U.S. Review of Economic Dynamics, 8(2), 262-302.
Cutler, J. (2001). Core Inflation in the UK. External MPC Unit Discussion Paper No. 3, 1-29.
D'Amato, L., Garegnani, L., & Sotes, J. (Enero-marzo de 2008). Dinámica inflacionaria y persistencia: implicancias para la política monetaria. Ensayos económicos, 50, 127-167.
Dias, D., & Marques, S. R. (2005). Using Mean Reversion as a Measure of Persistence (Working Paper Series No. 450). European Central Bank.
Diebold, F., & Mariano, R. (1995). Comparing Predictive Accuracy. Journal of Business and Economic Statistics, 13, 253-265.
Diewert, E. W. (1995). On the Stochastic Approach to Index Numbers (Department of Economics Discussion Paper No. 95/31). University of British Columbia.
Edgeworth, F. Y. (1887). Measurement of Change in Value of Money I. En Papers Relating to Political Economy New York (1925) (Vol. 1). New York: Burt Franklin.
Edgeworth, F. Y. (1923). Mr. Correa Walsh on the Calculation of Index-Numbers. Journal of the Royal Statistical Society, 86 , 570-590.
Esquivel Monge, M., Rodríguez Vargas, A., & Vásquez Carvajal, J. P. (2011). Medias truncadas del IPC como indicadores de inflación subyacente en Costa Rica (Documento de Investigación 01-2011). Departamento de Investigación Económica, Banco Central de Costa Rica.
Gordon, R. J. (1975). Alternative Responses of Policy to External Supply Shocks. Brookings Papers in Economic Activity 6.
Granger, C., & Hatanaka, M. (1971). Spectral Analysis of Economic Time Series (Princeton Studies in Mathematical Economics). Princeton, NJ, EE.UU: Princeton University Press.
Hamilton, J. (1994). Time Series Analysis. Princeton, NJ, EE.UU: Princeton University Press.
Hogan, S., Johnson, M., & Laflèche, T. (2001). Core Inflation (Technical Report No. 89). Research Department, Bank of Canada.
INEC. (2006). Metodología del Índice de Precios al Consumidor. San José: Instituto Nacional de Estadística y Censos.
Lahura, E., & Vega, M. (2011). Wavelet-based Core Inflation Measures (Working Papers 2011-019). Banco Central de Reserva del Perú.
Rodríguez Vargas, A. (2011). Análisis espectral de indicadores de precios en Costa Rica (Documento de Investigación No. 07-2011). Departamento de Investigación Económica, Banco Central de Costa Rica.
Saborío, G., Solano, I., & Solera, Á. (2002). Medidas de núcleo inflacionario para Costa Rica (Documento de Investigación DIE-DM-DCS/08-2002-DI). Departamento de Investigación Económica, Banco Central de Costa Rica.
Torres, C. (2012). Costa Rica: Determinación de cambios estructurales en el nivel de la tasa de inflación: periodo 1997 - 2011 (Documento de Trabajo 02-2012). Departamento de Investigación Económica, Banco Central de Costa Rica.
Willis, J. (2003). Implications of structural changes in the U.S. economy for pricing behavior and inflation dynamics. (F. R. City, Ed.) Economic Review(primer trimestre).