Data series forecasting using non-decimated wavelet transform

Abstract

The non-decimated wavelet transform (NDWT) is widely used in data forecasting during last decades, though majority of proposed algorithms do not have complete vindication, and are based on intuitive assumptions. This paper tries to put some criteria for choosing the algorithm filter, and shows how some of these criteria can be sufficed in special case of polynomial trend.