Statisticians Compute Fast

Fast computation is increasingly important in analyzing data as we are living in an information explosion era.  Here is another paper we submitted and the preprint is on arXiv 1203:3896.  An example in the paper is to compute the brain networks of ADHD children and controls.  Here is a snap shot of the computation time.

The new method is called SCIO.  Will post the R package on CRAN.