Workshop on Structure Adapting Methods - Abstract
Malyutov, Mikhail
Capacity of Screening is compared for the most powerful nonparametric analysis of the Maximal Shannon Information (MSI) between inputs and output, for simplified MSI between separate inputs and output, and for L1 analysis. Under the nondegenerate multivariate distribution of the significant coefficients of the linear model the first two coincide and out perform the third.