ABSTRACT
This chapter is devoted to problems of the following type: given data in the form of an m×n matrix Z = {zij}, find a matrix Ẑ that approximates Z in a suitable sense. One purpose might be to gain an understanding of the matrix Z through an approximation Ẑ that has simple structure. Another goal might be to impute or fill in any missing entries in Z, a problem known as matrix completion.
