Analysis of the Dynamics of Mexican Inflation Using Wavelets
This paper studies the dynamics of Mexican inflation by using a wavelet multiresolution analysis on 16 indexes of the Mexican Consumer Price Index. This enables us to estimate the long-term trend, seasonality, and local shocks of the inflation series, even when the series are non-stationary. The energy distribution between the high frequency, seasonal, and trend components, as well as its evolution through time, are compared. In particular, headline and core inflations show a more stable behavior in all the scales since 2001. Also, an increase in the proportion of variance explained by short-term variations is detected in the inflation series. In relative terms, the short run is becoming as important for headline inflation as the medium and long run, and more important for non-core inflation. These results are in line with previous studies documenting the reduction in the Mexican inflation persistence.
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- Mark J. Jensen, 1997.
"An Alternative Maximum Likelihood Estimator of Long-Memeory Processes Using Compactly Supported Wavelets,"
- Jensen, Mark J., 2000. "An alternative maximum likelihood estimator of long-memory processes using compactly supported wavelets," Journal of Economic Dynamics and Control, Elsevier, vol. 24(3), pages 361-387, March.
- Carlos Capistrán & Manuel Ramos-Francia, 2009.
"Inflation Dynamics In Latin America,"
Contemporary Economic Policy,
Western Economic Association International, vol. 27(3), pages 349-362, 07.
- Pivetta, Frederic & Reis, Ricardo, 2007. "The persistence of inflation in the United States," Journal of Economic Dynamics and Control, Elsevier, vol. 31(4), pages 1326-1358, April.
- Llosa Gonzalo & Tuesta Vicente, 2007.
"Learning about Monetary Policy Rules when the Cost Channel Matters,"
2007-014, Banco Central de Reserva del Perú.
- Llosa, Luis-Gonzalo & Tuesta, Vicente, 2009. "Learning about monetary policy rules when the cost-channel matters," Journal of Economic Dynamics and Control, Elsevier, vol. 33(11), pages 1880-1896, November.
- Ramsey James B. & Lampart Camille, 1998. "The Decomposition of Economic Relationships by Time Scale Using Wavelets: Expenditure and Income," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 3(1), pages 1-22, April.
- Batini, Nicoletta, 2002.
"Euro area inflation persistence,"
Working Paper Series
0201, European Central Bank.
- Paul Castillo & Alberto Humala & Vicente Tuesta, 2007. "Monetary Policy, Regime Shifts, and Inflation Uncertainty in Peru (1949-2006)," Working Papers 2007-005, Banco Central de Reserva del Perú.
- Manuel Ramos Francia & Daniel Chiquiar & Antonio E. Noriega, 2007.
"Time Series Approach to Test a Change in Inflation Persistence: The Mexican Experience,"
2007-01, Banco de México.
- Daniel Chiquiar & Antonio Noriega & Manuel Ramos-Francia, 2010. "A time-series approach to test a change in inflation persistence: the Mexican experience," Applied Economics, Taylor & Francis Journals, vol. 42(24), pages 3067-3075.
- Davidson, R. & Labys, W.C. & Lesourd, J.B., 1996.
"Wavelet Analysis of Commodity Price Behavior,"
96b11, Universite Aix-Marseille III.
- Jensen, Mark J, 1999.
"Using wavelets to obtain a consistent ordinary least squares estimator of the long-memory parameter,"
39152, University Library of Munich, Germany.
- Mark J. Jensen, 1997. "Using Wavelets to Obtain a Consistent Ordinary Least Squares Estimator of the Long Memory Parameter," Econometrics 9710002, EconWPA.
- Patrick M. Crowley, 2005.
"An intuitive guide to wavelets for economists,"
GE, Growth, Math methods
- Stephen Cecchetti & Guy Debelle, 2005.
"Has the inflation process changed?,"
BIS Working Papers
185, Bank for International Settlements.
- Jim Granato & Melody Lo & M. C. Sunny Wong, 2007. "A note on Romer's openness-inflation relation: the responsiveness of AS and AD to economic openness and monetary policy," Applied Economics, Taylor & Francis Journals, vol. 39(2), pages 191-197.
- Felices Guillermo & Tuesta Vicente, 2007. "Monetary Policy in Dual Currency Environment," Working Papers 2007-006, Banco Central de Reserva del Perú.
- Manuel Ramos Francia & Alberto Torres García, 2005. "Reducing Inflation Through Inflation Targeting: The Mexican Experience," Working Papers 2005-01, Banco de México.
- Li, Yun Daisy & Iscan, Talan B. & Xu, Kuan, 2010.
"The impact of monetary policy shocks on stock prices: Evidence from Canada and the United States,"
Journal of International Money and Finance,
Elsevier, vol. 29(5), pages 876-896, September.
- Yun Daisy Li & Talan B. Iscan & Kuan Xu, 2007. "The Impact of Monetary Policy Shocks on Stock Prices: Evidence from Canada and the United States," Department of Economics at Dalhousie University working papers archive stock_money19.pdf, Dalhousie, Department of Economics.
- Christoph Schleicher, 2002. "An Introduction to Wavelets for Economists," Staff Working Papers 02-3, Bank of Canada.
- Crowley, Patrick M., 2005. "An intuitive guide to wavelets for economists," Research Discussion Papers 1/2005, Bank of Finland.
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