在社会学、心理学、教育学、经济学、管理学、市场学等研究领域的数据分析中,结构方程建模是当前最前沿的统计方法中应用最广、研究最多的一个。它包含了方差分析、回归分析、路径分析和因子分析,弥补了传统回归分析和因子分析的不足,可以分析多因多果的联系、潜变量的关系,还可以处理多水平数据和纵向数据,是非常重要的多元数据分析工具。本课程系统地介绍结构方程模型和LISREL软件的应用,内容包括:结构方程分析(包括验证性因子分析)的基本概念、统计原理、在社会科学研究中的应用、常用模型及其LISREL程序、结果的解释和模型评价。学员应具备基本的统计知识(如:标准差、t-检验、相关系数),理解回归分析和因子分析的概念。 注:本课程配套教材为《结构方程模型及其应用》(以LISREL软件为例)。
Structural Equation Model and its Applications | 结构方程模型及其应用 (普通话)
Instructor: Prof. Kit Tai Hau 侯傑泰
10,000 already enrolled
(92 reviews)
Details to know
13 assignments
See how employees at top companies are mastering in-demand skills
There are 14 modules in this course
What's included
1 video5 readings
What's included
2 videos1 assignment
What's included
2 videos1 assignment
What's included
2 videos1 assignment
What's included
6 videos2 assignments
What's included
1 video1 assignment
What's included
2 videos1 assignment
What's included
1 video1 assignment
What's included
1 video1 assignment
What's included
1 video1 assignment
What's included
5 videos1 assignment
What's included
1 video1 assignment
What's included
1 video
What's included
1 assignment
Instructor
Offered by
Recommended if you're interested in Data Analysis
The Hong Kong University of Science and Technology
Coursera Project Network
Korea Advanced Institute of Science and Technology(KAIST)
Arizona State University
Why people choose Coursera for their career
Learner reviews
Showing 3 of 92
92 reviews
- 5 stars
82.60%
- 4 stars
14.13%
- 3 stars
2.17%
- 2 stars
0%
- 1 star
1.08%
New to Data Analysis? Start here.
Open new doors with Coursera Plus
Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription
Advance your career with an online degree
Earn a degree from world-class universities - 100% online
Join over 3,400 global companies that choose Coursera for Business
Upskill your employees to excel in the digital economy
Frequently asked questions
Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option:
The course may not offer an audit option. You can try a Free Trial instead, or apply for Financial Aid.
The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.