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Abstract: This article develops three methods for the multiscale analysis of irregularly spaced data based on the recently developed lifting paradigm by "lifting one coefficient at a time". The concept of scale still exists within these transforms but as a continuous quantity rather than dyadic levels. We develop empirical Bayes methods that take account of the continuous nature of the scale. We apply our new methods to the problems of estimation of krill density and rail arrival delays. We demonstrate... (Update)
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BibTeX entry: (Update)
@misc{ jansen-multivariate,
author = "Maarten Jansen and Guy P. Nason and Bernard W. Silverman",
title = "Multivariate Nonparametric Regression Using Lifting",
url = "citeseer.ist.psu.edu/jansen04multivariate.html" }
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