  Some large scale inference problems are considered based on using the
relative belief ratio as a measure of statistical evidence. This approach is
applied to the multiple testing problem. A particular application of this is
concerned with assessing sparsity. The approach taken to sparsity has several
advantages as it is based on a measure of evidence and does not require that
the prior be restricted in any way.
