0


社会心理研究统计:结构模型

Statistics for Psychosocial Research: Structural Models
课程网址: http://ocw.jhsph.edu/courses/structuralmodels/index.cfm  
主讲教师: Quian-Li Xue ; William Eaton
开课单位: 布隆博格公共卫生学院
开课时间: 信息不详。欢迎您在右侧留言补充。
课程语种: 英语
中文简介:
提出了在多个响应变量的背景下进行理论构建的定量方法,包括连续和分类数据模型。主题包括因果推理的统计基础;路径分析原理;包含测量模型的线性结构方程分析;潜在类回归;以及使用观察和潜在变量模型分析面板数据。从社会科学中汲取例子,包括代际流动的状态获得方法、疾病和环境的行为遗传学模型、消费者满意度、功能损害和残疾以及生活质量。
课程简介: Presents quantitative approaches to theory construction in the context of multiple response variables, with models for both continuous and categorical data. Topics include the statistical basis for causal inference; principles of path analysis; linear structural equation analysis incorporating measurement models; latent class regression; and analysis of panel data with observed and latent variable models. Draws examples from the social sciences, including the status attainment approach to intergenerational mobility, behavior genetics models of disease and environment, consumer satisfaction, functional impairment and disability, and quality of life.
关 键 词: 社会心理; 疾病遗传学模型; 消费者满意度; 生活质量
课程来源: 信息不详。欢迎您在右侧留言补充。
最后编审: 2017-03-25:lkn
阅读次数: 23