Title :
Analysis of business cycles using the S-transform
Author :
Usha Amrutha, N.
Author_Institution :
Dept. of Electron. & Commun., Visvesvaraya Technol. Univ., Bangalore, India
Abstract :
This paper applies the S-transform(ST) for the analysis of business cycles. The economic time series contain stochastic components that are time dependent. Traditional methods of business cycle analysis, such as the correlation and spectral analysis capture information either in time or frequency domain. This approach allows capturing not only the timing of shocks that trigger the business cycle, but also the frequency of the business cycle simultaneously with phase correction. In this paper we study two macro-economic indicators: Dow Jones Industrial Average of the U.S. and Indian agricultural raw materials index.
Keywords :
economic cycles; transforms; Indian agricultural raw materials index; S-transform; ST; business cycle analysis; correlation analysis; economic time series; frequency domain; macroeconomic indicators; phase correction; spectral analysis; stochastic components; Business cycles; the S-transform; time-frequency analysis and economic time series;
Conference_Titel :
Computational Intelligence and Information Technology, 2013. CIIT 2013. Third International Conference on
Conference_Location :
Mumbai
DOI :
10.1049/cp.2013.2618