library(nlme) data(Orthodont) # add a column with an NA that is not used in the fit Orthodont$Others = runif(nrow(Orthodont)) is.na(Orthodont$Others[3]) = TRUE fm1 = lme(Orthodont, random = ~1) augPred(fm1, length.out = 2, level = c(0,1))