I think Jeff has hit the nail on the head--not enough data to estimate the random variability.  Another possibility is that the maximum likelihood estimate is actually negative, so when the standard REML estimate is computed, it comes out as a zero.  Negative estimates of random effects are almost always due to pathologies arising from insufficient data. Steve Denham ... View more