Typical patterns of posterior means of marker effects for different hyperparameter values under our simulation setting based on the Barley marker data with QTL at loci 4, 25, 50, and 65 with respective effects 2, −2, 4, and −4. The results are based on 10,000 MCMC iterations, with the first 4000 samples discarded as burn-in.