经济学家小波分析指南

A GUIDE TO WAVELETS FOR ECONOMISTS*

Journal of Economic Surveys · 2007
被引 395 · 同刊同年前 9%
人大 AABS 2

中文导读

直观介绍小波分析,综述其在经济学和金融学中的应用,并用加拿大、美国和芬兰的工业生产数据展示探索性分析示例,讨论未来应用方向。

Abstract

Abstract 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.

小波分析经济时间序列频域分析工业产出