In many engineering and scientific applications, prediction variables are
grouped, for example, in biological applications where assayed genes or
proteins can be grouped by biological roles or biological pathways. Common
statistical analysis methods such as ANOVA, factor analysis, and functional
modeling with basis sets also exhibit natural variable groupings.