Locally Stationary Wavelet Process and Its Application in Consumer Price Index
Subject Areas : Journal of Investment Knowledge
Bistoon
Hosseini
1
(bistoon.hosseini@gmail.com)
Reza
Poortaheri
2
(Assistant Professor of Allame Tabatabaei University)
Keywords: Wavelet, Discrete Non-Decimated Wavelet, Locally Stationary Process, Locally Stationary Wavelet Pro, Consumer price index,
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