Bayesian Analysis of Constrained Parameter and Truncated Data Problems Using Gibbs Sampling
利用 Gibbs 采样分析参数约束与截断数据问题
Constrained parameter problems arise in a wide variety of applications, including bioassay, actuarial graduation, ordinal categorical data, response surfaces, reliability development testing, and variance component models. Truncated data problems arise naturally in survival and failure time studies, ordinal data models, and categorical data studies aimed at uncovering underlying continuous distributions. In many applications both parameter constraints and data truncation are…