An Intuitive Guide to Wavelets for Economists

作者: Patrick M. M. Crowley

DOI: 10.2139/SSRN.787564

关键词:

摘要: Wavelet analysis, although used extensively in disciplines such as signal processing, engineering, medical sciences, physics and astronomy, has not yet fully entered the economics discipline. In this discussion paper, wavelet analysis is introduced an intuitive manner, existing finance literature that utilizes wavelets explored. Extensive examples of exploratory are given, many using Canadian, US Finnish industrial production data. Finally, potential future applications for also discussed

参考文章(52)
Mehmet Dalkır, A new approach to causality in the frequency domain Economics Bulletin. ,vol. 3, pp. 1- 14 ,(2004)
George Kapetanios, Gonzalo Camba-Mendez, Spectral Based Methods to Identify Common Trends and Common Cycles Social Science Research Network. ,(2001)
Sangbae Kim, Francis Haeuck In, None, The Relationship Between Financial Variables and Real Economic Activity: Evidence From Spectral and Wavelet Analyses Studies in Nonlinear Dynamics and Econometrics. ,vol. 7, pp. 1- 16 ,(2003) , 10.2202/1558-3708.1183
Christoph Schleicher, An Introduction to Wavelets for Economists Research Papers in Economics. ,(2002)
Ronald R. Coifman, Yves Meyer, Steven Quake, M. Victor Wickerhauser, Signal processing and compression with wavelet packets Springer, Dordrecht. pp. 363- 379 ,(1994) , 10.1007/978-94-011-1028-0_18
David F. Walnut, An Introduction to Wavelet Analysis ,(2001)
Donald B. Percival, Andrew T. Walden, Wavelet Methods for Time Series Analysis ,(2006)
Ramazan Genc̦ay, Brandon Whitcher, Faruk Selçuk, An Introduction to Wavelets and Other Filtering Methods in Finance and Economics ,(2001)