Brain Connectivity-Informed Regularization Methods for Regression - Karas, Marta; Brzyski, Damian; Dzemidzic, Mario; Goñi, Joaquín; Kareken, David A.; Randolph, Timothy W.; Harezlak, Jaroslaw (Statistics in biosciences, 2019)
Keywords: Alcoholic beverages; Alcoholism; Biostatistics; Brain; Computational neuroscience; Computer simulation; Cortex (cingulate); Drinking behavior; Drug abuse; Health Sciences; Imaging; Mathematics and Statistics; Medicine; Neural networks; Neuroimaging; Phenotypes; Precentral gyrus; Regression analysis; Regression coefficients; Regularization; Regularization methods; Statistics; Statistics for Life Sciences; Theoretical Ecology/Statistics; Thickness; Laplacian matrix; Penalized methods; Brain connectivity; Linear regression; Structured penalties; Brain structure; Linear Regression