103年第2學期-6201 資料分析方法與應用 課程資訊

評分方式

評分項目	配分比例	說明
平時成績(出席及作業)	30
期中考	20
期末專題報告	25
分組報告	25

教育目標

The aim of this course is to provide a general introduction to path analysis, factor analysis, structural equation modeling and multivariate analysis. The course will start with basic concepts of multivariate data analysis. Then, more advanced topics will be introduced, such as model specification, fitness testing, interpretation of causality and model modification. By the end of this course, students should be able to: • Describe the relations between general linear models and structural equation models • Explain the statistical theory of principal component analysis, exploratory and confirmatory factor analysis, path analysis and structural equation models • Understand the concepts and rationales of causal models within the framework of structural equation models • Undertake structural equation modeling using statistical software packages and interpret the results properly

基本資料

選修課，學分數：0-3
上課時間：一/2,四/2,3[M425]
修課班級：資管碩1,2
修課年級：年級以上
選課備註：大學部四年級可選，採人工加選。

參考書目

Journal articles
吳明隆，結構方程模式方法與實務應用，麗文文化
豊田秀樹，結構方程模式分析 AMOS，鼎茂圖書出版