193 citations · 438 across the 22 of their papers we have counts for
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stat.AP2014★ 36 cited
Regularized 3D functional regression for brain image data via Haar wavelets
Xuejing Wang, Bin Nan, Ji Zhu +1
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 Ha…
stat.AP2014★ 31 cited
Multiple Testing for Neuroimaging via Hidden Markov Random Field
Hai Shu, Bin Nan, Robert Koeppe
Traditional voxel-level multiple testing procedures in neuroimaging, mostly -value based, often ignore the spatial correlations among neighboring voxels and thus suffer from sub…
stat.AP2011★ 193 cited
Random lasso
Sijian Wang, Bin Nan, Saharon Rosset +1
We propose a computationally intensive method, the random lasso method, for variable selection in linear models. The method consists of two major steps. In step 1, the lasso method…