Recent advances in brain imaging and high throughput genotyping and sequencing techniques enable new approaches to study the influence of genetic variation on brain structure and function. HDBIG is a collection of software tools for high dimensional brain imaging genomics. These tools are designed to perform comprehensive joint analysis of heterogeneous imaging genomics data.
HDBIG-SR: An HDBIG toolkit for sparse regression.
HDBIG-SCCA: An HDBIG toolkit for sparse association.
HDBIG-S2CCA: An HDBIG toolkit for structured sparse association.