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...sion. The second approach is a Bayesian statistical method of parameter estimation. The Bayesian regression model uses the Markov Chain Monte Carlo (MCMC) approach which is simple and accurate method =-=[8]-=-. MCMC involves three steps: (a) formulating prior probability distributions of targeted parameters; (b) specifying the likelihood function; and (c) MCMC sampling of the posterior probability distribu...