This paper discusses the exponential regression model, which is the simplest but very important in the family of Bayesian accelerated failure-time model.

Bayesian methods are those that are explicitly apply Bayes' Theorem for problems such as classification and regression.

And then this thesis summarized the parameter estimation methods of the quantile regression models including Bayesian analysis, and introduced the calculation and evaluation methods of VaR in detail.