As does chapter 10, this chapter is intended to serve as a bridge to more advanced topics and methods, in this case by examining new applications of some old techniques, conducting a new analysis of some old methods, and considering some new variations on some old data representation themes. This material is intended to be a technical supplement to techniques taken earlier in the text at a more introductory level.