///This paper introduces the basic theory and applications of Markov Chain Monte Carlo (MCMC) method for estimating seismic parameters. By making statistical analysis of the chains which are generated by MCMC, the estimates of unknown parameters are obtained. The application of both synthetic data and real data shows the MCMC method for elastic parameter estimation is feasibly and effective.