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

MDA: Chapter 1 & 2

5

10/3

Exploratory factor analysis

Cluster analysis

MDA: Chapters 3 & 4

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

MDA: Chapters 5 & 6

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

MDA: Chapters 7, 8 & 9

SPSS exercises

11

11/14

SEM: Confirmatory factor analysis

Testing structural equation models

AMOS analysis

Reading presentations: 5 & 6

 Ch. presentations 1 & 2

MDA: Chapters 10 & 11

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

MDA: Chapters 12 & 13

14

12/5

Hierarchical linear models

HLM exercises

Raudenbush & Bryk (2002) book

15

12/12

Hierarchical linear models

HLM exercises

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.