In this chapter we develop one of the central tools of the book, namely, expressions for the partial derivatives of the Perron value and vector with respect to the matrix entries. With such tools at our disposal we will be able, among other things, to address the questions raised in sections 1.1 and 1.2. These will be discussed in Chapters 4 and 5, respectively.