2 papers
stat.AP2022
singR: An R package for Simultaneous non-Gaussian Component Analysis for data integration
Liangkang Wang, Irina Gaynanova, Benjamin Risk
This paper introduces an R package that implements Simultaneous non-Gaussian Component Analysis for data integration. SING uses a non-Gaussian measure of information to extract fea…
stat.ME2020
Simultaneous Non-Gaussian Component Analysis (SING) for Data Integration in Neuroimaging
Benjamin Risk, Irina Gaynanova
As advances in technology allow the acquisition of complementary information, it is increasingly common for scientific studies to collect multiple datasets. Large-scale neuroimagin…