6 weeks Training Program on Data Modelling (Structural Equation Modelling) with AMOS

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Course Content

Week 1 -Structural Equation Modeling with AMOS

Amos Orientation

08:48
Draft LessonPurpose and Assumptions of Regression

10:43
Terminology used in Regression

06:09
Linear Regression

13:35
Multiple Regression

11:02
Factor Analysis Simplified

08:49
Terms Used in Factor Analysis

06:45
Questions answered by factor Analysis

03:42
Practical Problem in Factor analysis

05:28
Types of Rotation in Factor Analysis

06:51
EFA through SPSS explained

13:17
A smart trick in Factor Analysis

02:49

Week 2 – Structural Equation Modeling with AMOS

What is SEM

08:13
Latent Construct

07:19
Types of Variables in SEM

08:55
EFA vs CFA vs CCA

07:09
Reliability vs Validity

03:01
Split Half Method of Reliability

03:15
Split half Practical Session

03:04
Cronbach alpha of reliability

04:50
Concept of Validity

14:30
How to calculate composite reliability

06:40

Week 3 – SEM with Amos

Role of theory in SEM

10:31
How does the SEM process work?

05:42
How to download Amos

01:22
HOW TO INSTALL AMOS

03:11
How to use AMOS tool box

15:08
How to draw a full model

10:30
Running EFA on TAM file

05:35
CFA on TAM model

09:50
How to check the model fit

13:57
Types of modification indices

06:59
Check the model fit of the CFA model

12:06

Week 4 – SEM with AMOS

Drawing full sem model

05:49
Running and Analyzing full path model

08:16
How to report output of AMOS

06:28
Research paper demo

06:43
Using validity master for AMOS

05:10
reporting CR, convergent and discriminant validity

04:49
Improving AVE scores in AMOS

10:02
first vs second order models

06:04
Removing cross loadings in AMOS

08:33
Reflective vs Formative Assessment

06:23

Week 5 – SEM with AMOS

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