The paper is divided into two linked parts. The first consists of a discussion of mathematical psychology and psychological statistics, so arranged that the points of unity between the two are brought out. In addition, the advantages of such a union are given. Here, the role of the mathematical models encountered in both areas of psychology in achieving such a unity is emphasized. This includes a discussion of the process of statistical hypothesis testing as a form of model testing comparable to that carried out in mathematical psychology.