Markov chain Monte Carlo methods for parameter estimation of the modified Weibull distribution

摘要

MCMC has recently emerged as an alternative to ML estimation. For parametric estimation, MCMC estimates always exist, are consistent and easy to compute. Details of this application for a MWD is discussed and numerically illustrated here. Simulation is used for comparison with MLE. (37 refs.)