Quite some time ago I had an opportunity to visit Luis Alberto Garcia-Cortes at INIA (Madrid, Spain), where I was introduced to Bayesian statistics and McMC methods. We were also doing some research in that area. We started to write a short note, which has been rejected for publication due to lack of "breadth". We failed to find time to work on this topic further on. Therefore, I published the note in our local journal. The note can be found here or embeded bellow.
Simple reparameterization to improve convergence in linear mixed models
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