A number of distinct roles are identified for probability models used in the analysis of data. Examples are outlined. Some general issues arising in the formulation of such models are discussed.
"Role of Models in Statistical Analysis." Statist. Sci. 5 (2) 169 - 174, May, 1990. https://doi.org/10.1214/ss/1177012165