LOCALLY STATIONARY WAVELET PROCESS AND ITS APPLICATION IN CONSUMER PRICE INDEX

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HOSSEINI BISTOON; POUR TAHERI REZA

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Paper Information

Journal: INVESTMENT KNOWLEDGE Year:2012 | Volume:1 | Issue:1 Page(s): 67-82

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Information Journal Paper

Title

LOCALLY STATIONARY WAVELET PROCESS AND ITS APPLICATION IN CONSUMER PRICE INDEX

Author(s)

HOSSEINI BISTOON | POUR TAHERI REZA | Issue Writer Certificate

Keywords

WAVELETQ2

DISCRETE NON-DECIMATED WAVELETSQ2

LOCALLY STATIONARY PROCESSQ2

LOCALLY STATIONARY WAVELET PROCESSQ2

CONSUMER PRICE INDEXQ2

Abstract

In this paper the new model of Locally Stationary WAVELET (LSW) processes is introduced which is based on reconstruction of functions using WAVELETs. This model creates a new class of time series that can have a non-stationary behavior. It is observed that, LSW model has a construction similar to moving average model. Finally time series data for CONSUMER PRICE INDEX (CPI) of the country (Iran) in a definite time interval is investigated using this model.

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References

STOCK RETURNS AND INFLATION; A WAVELET ANALYSIS IN TEHRAN STOCK EXCHANGE (TSE)

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APA: Copy

HOSSEINI, BISTOON, & POUR TAHERI, REZA. (2012). LOCALLY STATIONARY WAVELET PROCESS AND ITS APPLICATION IN CONSUMER PRICE INDEX. INVESTMENT KNOWLEDGE, 1(1), 67-82. SID. https://sid.ir/paper/188050/en

Vancouver: Copy

HOSSEINI BISTOON, POUR TAHERI REZA. LOCALLY STATIONARY WAVELET PROCESS AND ITS APPLICATION IN CONSUMER PRICE INDEX. INVESTMENT KNOWLEDGE[Internet]. 2012;1(1):67-82. Available from: https://sid.ir/paper/188050/en

IEEE: Copy

BISTOON HOSSEINI, and REZA POUR TAHERI, “LOCALLY STATIONARY WAVELET PROCESS AND ITS APPLICATION IN CONSUMER PRICE INDEX,” INVESTMENT KNOWLEDGE, vol. 1, no. 1, pp. 67–82, 2012, [Online]. Available: https://sid.ir/paper/188050/en

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