Regularized 3D functional regression for brain image data via Haar wavelets
نویسندگان
چکیده
منابع مشابه
Regularized 3d Functional Regression for Brain Image Data via Haar Wavelets.
The primary motivation and application in this article come from brain imaging studies on cognitive impairment in elderly subjects with brain disorders. We propose a regularized Haar wavelet-based approach for the analysis of three-dimensional brain image data in the framework of functional data analysis, which automatically takes into account the spatial information among neighboring voxels. W...
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ژورنال
عنوان ژورنال: The Annals of Applied Statistics
سال: 2014
ISSN: 1932-6157
DOI: 10.1214/14-aoas736