Simulating linear mixed models - the Venables approach
In case you missed it on the R-help list, I urge readers of this list to consider the understated elegance of the code Bill Venables posted for simulating data from a simple random effects model.
set.seed(7658943) fph <- 0.4 Sigh <- sqrt(0.0002) Sigi <- sqrt(0.04) reH <- rnorm(90, fph, Sigh) ## hospid effects dta <- within(expand.grid(hospid = 1:90, empid = 1:80),
fpi1 <- reH[hospid] + rnorm(7200, fph, Sigi)) One is reminded of John Keats 'Beauty is truth, truth beauty,?that is all Ye know on earth, and all ye need to know.'