Biostatistics (Oxford, England)Bayes TheoremHumansAlzheimer DiseaseModelsStatistical
Bayesian scalar-on-tensor regression using the Tucker decomposition for sparse spatial modeling.
Daniel A Spencer, Rene Gutierrez, Rajarshi Guhaniyogi, Russell T Shinohara, Raquel Prado, Alzheimer’s Disease Neuroimaging Initiative
Published: 202410.1093/biostatistics/kxaf029
Abstract
Modeling with multidimensional arrays, or tensors, often presents a problem due to high dimensionality. In addition, these structures typically exhibit inherent sparsity, requiring the use of regularization methods to properly characterize an associa…
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