Bayesian Inference on Variance Components
Have a look at the MCMCglmm package.
Maybe of interest: Wolfinger, R.D. and Kass, R.E., 2000.
Nonconjugate Bayesian
analysis of variance component models, _Biometrics_, 56, 768-774.
Kevin Wright
On Wed, Jun 13, 2012 at 4:40 PM, Yi (Charlie) Chen <chenyi at uga.edu> wrote:
Hi All, I'm trying to do the Bayesian Inference on variance components of mixed effect models, is there any suggestion about the package I can start with? Especially for the confidence interval, as far as I have tried, I can't get confidence intervals for variance components in NLME and LME4 package, am I right? Any recommendation or references are very appreciated. Best, Charlie ? ? ? ?[[alternative HTML version deleted]]
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Kevin Wright