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Peculiarities of the Consumer Price Index Seasonal Adjustment

Abstract

Content analysis of consumer price index (CPI), as a main estimate of the inflation rate, implies a seasonal adjustment of data. Seasonal adjustment is related to several methodological issues,  some of which are common for all seasonal economic time series.  For example, the seasonal components may evolve during the time, i. e. the amplitude and frequency may change. The article reviews approaches to solving conceptual issues related to the seasonal  adjustment of the consumer price index, its basic principles and  methods; the authors present best international practices. Besides,  some specific issues of consumer price index as an aggregate may  arise. Another problem is caused by economic nature of some CPI  components, so that common methods of seasonal adjustments  cannot be applied. The proposed methodology shows in the authors’  opinion how to increase the quality of estimation and interpretation  of short-term innovations in a consumer prices dynamics.

About the Authors

A. K. Sapova
Research and Forecasting Department of the Bank of Russia
Russian Federation

Chief Economist, Research and Forecasting Department, Bank of Russia

12, Neglinnaya Str., Moscow, 107016, Russia



A. S. Porshakov
Research and Forecasting Department of the Bank of Russia
Russian Federation

Cand. Sci. (Econ.); Head, Office of Research, Analysis and Forecasting, Research and Forecasting Department, Bank of  Russia

12, Neglinnaya Str., Moscow, 107016, Russia



A. V. Andreev
Monetary Policy Department of the Bank of Russia
Russian Federation

Chief Economist ,Monetary Policy Department, Bank of Russia

12, Neglinnaya Str., Moscow, 107016, Russia



E. Yu. Shatilo
Monetary Policy Department of the Bank of Russia
Russian Federation

Leading economist, Monetary Policy Department, Bank of Russia

12, Neglinnaya Str., Moscow, 107016, Russia



References

1. Bessonov V.A., Petronevich A.V. Seasonal Adjustment as a Source of Spurious Signals. Higher School of Economics Economic Journal. 2013;(4):554-584. (In Russ.)

2. Seasonal Adjustment of Monetary Aggregates and HICP for the Euro Area, ECB, August 2000. 93 p.

3. Australian Bureau of Statistics. Seasonal Adjustment of Consumer Price Indexes. 2011. 36 p.

4. Statistics New Zealand. Analytical Consumers Price Index Seasonally Adjusted Series. July 2015. 16 p.

5. Singapore Department of Statistics. Seasonal Adjustment of Economic Time Series. September 2006. 31 p.

6. Central Bank of Malta. Seasonal Adjustment of the Harmonised Index of Consumer Prices in Malta. Quarterly Review. 2016;(2):46-50.

7. Bessonov V.A. Development of a Methodology for the Formation of a System of Price Indices for Agricultural Products in Conditions of Seasonal Production and Use (Processing). Report. Moscow: CIS-STAT, 2015. 143 p. (In Russ.)

8. Shiskin J., Young A.H., Musgrave J.C. The X-11 Variant of the Census Method II Seasonal Adjustment Program. Technical Paper No 15. 1967.

9. Statistical Research Division, U.S. Census Bureau. X-12-ARIMA Reference Manual. 2011. 257 p.

10. Burman J.P. Seasonal Adjustment by Signal Extraction. Journal of the Royal Statistical Society. 1980;143 (3):321-337.

11. Statistical Research Division, U.S. Census Bureau. X-13-ARIMA-SEATS Reference Manual. 2015. 297 p.

12. Publications Office of the European Union. ESS Guidelines on Seasonal Adjustment. Luxembourg: 2015. 54 p.

13. Manna M. and Peronaci R. Seasonal adjustment. ECB, November 2003. 160 p.

14. Bessonov V.A. Challenges Associated with the Analysis of the Russian Macroeconomic Dynamics during the Transition Period. Moscow: IET; 2005. 244 p. (In Russ.)


Review

For citations:


Sapova A.K., Porshakov A.S., Andreev A.V., Shatilo E.Yu. Peculiarities of the Consumer Price Index Seasonal Adjustment. Voprosy statistiki. 2018;25(5):42-54. (In Russ.)

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ISSN 2313-6383 (Print)
ISSN 2658-5499 (Online)