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LECTURE SERIES
STRUCTURAL EQUATION MODELING
REAL TIME APPLICATION WITH EXAMPLES
1
Exogenous and Endogenous Latent Variables
in SEM analysis
LECTURE - 3
BASIC INTRODUCTION- III
Website: www.statswork.com
2
Contact: +91-8754446690
Table of Content
Contact: 8754446690
3
Website: www.statswork.com
1. Exogenous latent variables
2. Endogenous latent variables
Exogenous latent variables
Exogenous latent variables (or) Independent variables
✓ They cause fluctuations in the values of other latent variables
in the model.
✓ Changes in the values of exogenous variables are not
explained by the model.
Examples: External factors (Gender, Age and Socioeconomic
status) to the model.
4
Endogenous latent variables
Endogenous latent variables (or) Dependent variables
✓ Endogenous variables are influenced by the exogenous
variables in the model, either directly or indirectly.
✓ Fluctuation in the values of endogenous variables is said to be
explained by the model.
✓ All latent variables that influence them are included in the
model specification.
Examples: In a study to determine whether how long a student
sleeps affects test scores, the independent variable is length of
time spent sleeping while the dependent variable is the test
score.
5
Lecture -4
The Factor Analytic Model:
1. Exploratory Factor Analysis (EFA)
2. Confirmatory Factor Analysis (CFA)
Contact us:
Website: www.statswork.com
Contact: +91-8754446690
E-mail: info@statswork.com
Upcoming Weeks…..
Structural Equation Modeling (SEM) using AMOS
6
Lecture -4
The Factor Analytic Model:
1. Exploratory Factor Analysis (EFA)
2. Confirmatory Factor Analysis (CFA)
Contact us:
Website: www.statswork.com
Contact: +91-8754446690
E-mail: info@statswork.com
Upcoming Weeks…..
Structural Equation Modeling (SEM) using AMOS
6

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Exogenous and Endogenous Latent Variables in SEM analysis | statswork.com

  • 2. Exogenous and Endogenous Latent Variables in SEM analysis LECTURE - 3 BASIC INTRODUCTION- III Website: www.statswork.com 2 Contact: +91-8754446690
  • 3. Table of Content Contact: 8754446690 3 Website: www.statswork.com 1. Exogenous latent variables 2. Endogenous latent variables
  • 4. Exogenous latent variables Exogenous latent variables (or) Independent variables ✓ They cause fluctuations in the values of other latent variables in the model. ✓ Changes in the values of exogenous variables are not explained by the model. Examples: External factors (Gender, Age and Socioeconomic status) to the model. 4
  • 5. Endogenous latent variables Endogenous latent variables (or) Dependent variables ✓ Endogenous variables are influenced by the exogenous variables in the model, either directly or indirectly. ✓ Fluctuation in the values of endogenous variables is said to be explained by the model. ✓ All latent variables that influence them are included in the model specification. Examples: In a study to determine whether how long a student sleeps affects test scores, the independent variable is length of time spent sleeping while the dependent variable is the test score. 5
  • 6. Lecture -4 The Factor Analytic Model: 1. Exploratory Factor Analysis (EFA) 2. Confirmatory Factor Analysis (CFA) Contact us: Website: www.statswork.com Contact: +91-8754446690 E-mail: info@statswork.com Upcoming Weeks….. Structural Equation Modeling (SEM) using AMOS 6
  • 7. Lecture -4 The Factor Analytic Model: 1. Exploratory Factor Analysis (EFA) 2. Confirmatory Factor Analysis (CFA) Contact us: Website: www.statswork.com Contact: +91-8754446690 E-mail: info@statswork.com Upcoming Weeks….. Structural Equation Modeling (SEM) using AMOS 6