ABSTRACT

The field of statistics continues to be divided into competing schools of thought. In theory one might imagine choosing the uniquely best method for each problem as it arises, but in practice we choose for ourselves (and recommend to others) default principles, models, and methods to be used in a wide variety of settings. This chapter briefly considers the informal criteria we use to decide what methods to use and what principles to apply in statistics problems.