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

9/13

 Summer break

 Summer break

2

9/20

Holiday - Mid Autumn Festival

No class

3

9/27

 Introduction and discussion

Video: SEM with AMOS

Reading assignments

4

10/4

SEM Software reviews

SPSS, AMOS, PLS, HLM

5

10/11

Holidy – Double 10 Anniversary

No class

6

10/18

Overview of multivariate methods

Examining your data

Video: Hypothesis testing

MDA: Chapters 1 & 2

7

10/25

Exploratory factor analysis

Cluster analysis

SPSS exercises

MDA: Chapters 3 & 4

8

11/1

Multiple regression analysis

MANOVA: Extending ANOVA

SPSS exercises

MDA: Chapters 5 & 6

9

*11/8

Midterm exam week

No class

10

11/15

Multiple discriminant analysis

Structural equation modeling: an introduction

SPSS exercises

MDA: Chapters 7 & 9

11

11/22

SEM: Confirmatory factor analysis

Testing structural equation models

AMOS analysis

 Ch. presentations 1 & 2

MDA: Chapters 10 & 11

12

11/29

PLS analysis

Hair et al. (2017) book

13

#12/6

Library research

ICEB Nanjing, China

14

12/13

Advanced SEM topics

Partial least squares structural equation modeling

PLS exercises

Ch. presentations 3 & 4

MDA: Chapters 12 & 13:

15

12/20

Hierarchical linear models

HLM exercises

Raudenbush & Bryk (2002) book

16

12/27

Report presentations 1 & 2

Report presentations 1 & 2

 

17

1/3

Report presentations 3 & 4

Report presentations 3 & 4

 

18

*1/10

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 2021 conference attendance. Students not participating in the conference should conduct library research for their research papers.