In this paper, we consider the linear one- way repeated measurements model which has only one within units factor and one between units factor incorporating univariate random effects as well as the experimental error term. Bayesian approach based on Markov Chain Monte Carlo is employed to making inferences on the one- way repeated measurements model. Keywords: Repeated Measurements, ANOVA, Bayesian inference, Prior density, posterior density, Bayes factor.
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