Applied Bayesian Modelling 应用贝叶斯模型
英文图书 清晰pdf版本
伦敦大学 PETER CONGDON 编纂 详细介绍了各类贝叶斯模型的基本概念及使用方法，是介绍贝叶斯数学模型的经典外文书籍。
简要目录如下：
Chapter 1   The Basis for， and Advantages of， Bayesian Model Estimation via Repeated Sampling

Chapter 2   Hierarchical Mixture Models
Chapter 3   Regression Models
Chapter 4   Analysis of Multi-Level Data


Chapter 5   Models for Time Series

Chapter 6   Analysis of Panel Data

Chapter 7  Models for Spatial Outcomes and Geographical Association

Chapter 8  Structural Equation and Latent Variable Models

Chapter 9  Survival and Event History Models

Chapter 10 Modelling and Establishing Causal Relations: Epidemiological Methods and Models