3. Brief overview of the Bayesian approach3.1. Basic concepts3.2. Brief overview of MCMC estimation3.3. Bayesian model comparison4. Monte Carlo experiment5. Bayesian estimation of SEM: a model of social exchange theory (SET)6. Other potential extensions SEM using the Bayesian approach7. Concluding remarks