Lamperti-type theorems for random fields are presented. Together with known results, some new results are put forward on R ^m -valued self-similar fields {X(t), t ∈ R ^d }, their domains of attraction, and the so-called Lamperti transformations, expressing the relation between self-similarity and stationarity. Regularly and slowly varying functions of several variables are also investigated.