Xpose is collection of packages to be used as a model building aid for non-linear mixed effects (population) analysis using NONMEM. It facilitates data set checkout, exploration and visualization, model diagnostics, candidate covariate identification and model comparison. xpose4data is a package containing functions for reading in data from NONMEM, support functions, as well as class definitions.