Bayesian estimate of model AR(p) coefficients and its posterior distribution

The Bayesian estimate of model AR(p) coefficients may be transformed into the LS estimate under a quadratic loss by the Jeffrey fuzzy prior principle through analysis of the probability distribution density function, and the posterior distribution is given.