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A GUIDE TO WAVELETS FOR ECONOMISTS *
Author(s) -
Crowley Patrick M.
Publication year - 2007
Publication title -
journal of economic surveys
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.657
H-Index - 92
eISSN - 1467-6419
pISSN - 0950-0804
DOI - 10.1111/j.1467-6419.2006.00502.x
Subject(s) - wavelet , exploratory analysis , economics , economic analysis , engineering economics , computer science , data science , econometrics , management science , industrial engineering , engineering , artificial intelligence , classical economics , finance
Wavelet analysis, although used extensively in disciplines such as signal processing, engineering, medical sciences, physics and astronomy, has not fully entered the economics discipline yet. In this survey article, wavelet analysis is introduced in an intuitive manner, and the existing economics and finance literature that utilizes wavelets is surveyed and explored. Extensive examples of exploratory wavelet analysis are given, most using Canadian, US and Finnish industrial production data. Finally, potential and possible future applications for wavelet analysis in economics are discussed.