結構方程模式研究
Structural Equation Modeling
學期
114-2
學分
3
學分
當期課號
534025
永久課號
HSIE30034
開課單位
教育研究所
授課教師
陳奕凱
校區
光復
類別
選修
上課時間表
| 節 | 週三 |
|---|---|
5 13:20–14:10 | 結構方程模式研究 HA220 3 節連堂 |
6 14:20–15:10 | |
7 15:30–16:20 |
* 根據陽明交大上課時間表所列
概述
1. Student should understand the principles and theories of structural equation modeling 2. Student should be able to construct a structural equation model based on the theory, and able to apply the model to data, so as to validate the appropriateness of the theory 3. Student should be able to read 其他研究者進行的SEM分析，並批評其執行流程與解釋的合適性
先修科目
basic concepts of statistics, applied multivariate data analysis, basic matrix algebra
評分方式
Homework (30%)、Presentations and written reports (40%)、Final exam (30%)
週次計畫
| 週次 | 主題 |
|---|---|
| 第 1 週 | Course Introduction From Correlation to SEM: Multivariate regression, path analysis, confirmatory factor analysis |
| 第 2 週 | Paper search & Data preparation: Getting to know your data for SEM |
| 第 3 週 | From Diagram, Notation, & Equations to Matrix SEM Basics / JKW and B-W Models |
| 第 4 週 | Specification: Models & Software |
| 第 5 週 | Identification |
| 第 6 週 | Estimation & Statistical Theory |
| 第 7 週 | Evaluation of Models |
| 第 8 週 | Fit Index / Model Modification (I) |
| 第 9 週 | Fit Index / Model Modification (II) Reporting SEM / Cautions in using SEM |
| 第 10 週 | Multi-Sample SEM (multi-group SEM, testing model invariance) |
| 第 11 週 | Mean Structure & Latent Growth Curve Model |
| 第 12 週 | Multi-level SEM / Interaction & mediation effects / control variables in SEM |
| 第 13 週 | Brief introduction to exploratory structural equation modeling |
| 第 14 週 | Final Exam |
| 第 15 週 | Presentation: Applications of SEM (I) |
| 第 16 週 | Presentation: Applications of SEM (II) |
教科書
Bollen, K. A. (1989). Structural equations with latent variables. Wiley. https://doi.org/10.1002/9781118619179
Office Hours
- 地點
- 人社一館 HA323
- 時間
- Office hour：星期二10:00am~12:00pm (採寄信預約制)
- 聯絡方式
- 分機：58030 Email：ykchen@nycu.edu.tw