結構方程模式之原理與應用Principles and Applications of Structural Equation Models
課程規劃表Course Schedule
週次 week |
日期 Date |
內容 Description |
教材章節 Textbook |
1 |
9/5 |
Introduction and discussion
|
Reading assignments |
2 |
9/12 |
Video: SEM with AMOS |
SPSS, AMOS |
3 |
9/19 |
SEM Software reviews |
SPSS, AMOS, PLS, HLM |
4 |
9/26 |
Overview of multivariate methods Video: Hypothesis testing |
|
5 |
10/3 |
Exploratory factor analysis Cluster analysis |
SPSS exercises |
6 |
10/10 |
National holiday |
No class |
7 |
#10/17 |
Library research |
ICEB 2022 Bangkok https://iceb2022.johogo.com |
8 |
10/24 |
Multiple regression analysis MANOVA: Extending ANOVA Reading presentations: 1 & 2 |
SPSS exercises
|
9 |
*10/31 |
Midterm exam week |
No class |
10 |
11/7 |
Multiple discriminant analysis Structural equation modeling: an introduction Reading presentations: 3 & 4 |
SPSS exercises |
11 |
11/14 |
SEM: Confirmatory factor analysis Testing structural equation models AMOS analysis Reading presentations: 5 & 6 |
Ch. presentations 1 & 2 |
12 |
11/21 |
PLS analysis |
Hair et al. (2017) book |
13 |
11/28 |
Advanced SEM topics Partial least squares structural equation modeling PLS exercises Reading presentations: 7 & 8 |
Ch. presentations 3 & 4 |
14 |
12/5 |
Hierarchical linear models HLM exercises |
Raudenbush & Bryk (2002) book |
15 |
12/12 |
Hierarchical linear models |
Raudenbush & Bryk (2002) book |
16 |
12/19 |
Report presentations 1 & 2 |
Report presentations 1 & 2 |
17 |
12/26 |
Report presentations 3 & 4 |
Report presentations 3 & 4 |
18 |
1/2 |
New Year Holiday |
No class |
19 |
*1/9 |
Final exam week |
No class |
19 |
1/17 |
* * * Research report due |
|
* Midterm and final exam week; No class. # No class on this date due to ICEB 2022 conference attendance. Students not participating in the conference should conduct library research for their papers. |