To motivate Chapter on data duplication and consolidation, as well as some of the special linear algebra objects introduced in Chapter 2, we give a brief preview of our basic approach to redistributing and duplicating vectors, and rows and columns of matrices. We will explain this in the setting of PBMD without wrapping, with . Notice that the specific case that is used in later chapters is included in the discussion by considering to be the permutation that produces the wrapping of uniformly sized sub-vectors of x and y .