Basic and Advanced Bayesian Structural Equation Modeling —— With Applications in the Medical and Behavioral Sciences

----- 基础与高级贝叶斯结构方程建模：及在医学和行为科学中的应用

ISBN: 9780470669525 出版年：2012 页码：397 Sik-Yum Lee Xin-Yuan Song Wiley

Basic and Advanced Bayesian Structural Equation Modeling introduces basic and advanced SEMs for analyzing various kinds of complex data, such as ordered and unordered categorical data, multilevel data, mixture data, longitudinal data, highly non-normal data, as well as some of their combinations. In addition, Bayesian semiparametric SEMs to capture the true distribution of explanatory latent variables are introduced, whilst SEM with a nonparametric structural equation to assess unspecified functional relationships among latent variables are also explored.