The continuous wavelet transform : a primer

• Autor(es): Conraria, Luís Aguiar ; Soares, M. J.
• Data: 2010
• Identificador Persistente: http://hdl.handle.net/1822/11707
• Origem: RepositóriUM - Universidade do Minho
• Assunto(s): Economic cycles; Continuous wavelet transform; Cross-wavelet transform; Wavelet coherency; Wavelet phase-difference; The great moderation
• Tipo de Documento: Research paper
• Idioma: Inglês

Descrição

Wavelet analysis is becoming more popular in the Economics discipline. Until recently, most works have made use of tools associated with the Discrete Wavelet Transform. However, after 2005, there has been a growing body of work in Economics and Finance that makes use of the Continuous Wavelet Transform tools. In this article, we give a self-contained summary on the most relevant theoretical results associated with the Continuous Wavelet Transform, the Cross-Wavelet Transform, the Wavelet Coherency and the Wavelet Phase-Difference. We describe how the transforms are usually implemented in practice and provide some examples. We also introduce the Economists to a new class of analytic wavelets, the Generalized Morse Wavelets, which have some desirable properties and provide an alternative to the Morlet Wavelet. Finally, we provide a user friendly toolbox which will allow any researcher to replicate our results and to use it in his/her own research.