The marginal posterior distribution of the parameter in the ARFIMA models is presented by Bayes theorem and the mode of the marginal posterior distribution is choosed as the estimator.

• 摘要首先根据贝叶斯定理得到ARFIMA模型参数的后验边缘分布，并选择后验边缘分布的众数作为参数的估计值。