The multiresolution histogram

The multiresolution histogram

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Article ID: iaor19983094
Country: Germany
Volume: 46
Issue: 1
Start Page Number: 41
End Page Number: 57
Publication Date: Jan 1997
Journal: Metrika
Authors:
Keywords: wavelets
Abstract:

We introduce a new method for locally adaptive histogram construction that does not resort to a standard distribution and is easy to implement: the multiresolution histogram. It is based on an L2 analysis of the mean integrated squared error with Haar wavelets and hence can be associated with a multiresolution analysis of the sample space.

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