Before revision:  Bayesian model averaging (BMA) is used to account for model uncertainty  including the uncertainty in the autoregressive order, in addition to a Bayesian model selection approach.
After revision:  Bayesian model averaging is used to account for model uncertainty including the uncertainty in the autoregressive order, in addition to a Bayesian model selection approach.