576 citations · 1.1k across the 42 of their papers we have counts for
Showing 2012 · stat.MEShow all
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stat.ME2012★ 222 cited
Regularized Matrix Regression
Hua Zhou, Lexin Li
Modern technologies are producing a wealth of data with complex structures. For instance, in two-dimensional digital imaging, flow cytometry, and electroencephalography, matrix typ…
stat.ME2012★ 576 cited
Tensor Regression with Applications in Neuroimaging Data Analysis
Hua Zhou, Lexin Li, Hongtu Zhu
Classical regression methods treat covariates as a vector and estimate a corresponding vector of regression coefficients. Modern applications in medical imaging generate covariates…