Which of the Following Is True About the Relationship of SEM

question 1

Multiple Choice

Which of the following is true about the relationship of SEM to multiple regression techniques?

• A)SEM is similar to multiple regression when exogenous constructs are used to predict endogenous constructs.
• B)It is different from multiple regression because the dependent construct in one relationship may become the independent construct.
• C)It is different from multiple regression because the all of the equation are estimated simultaneously.
• D)A and C are correct.
• E)A,B and C are correct.

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Definitions:

Crosstabulation

A method used in quantitative research to summarize categorical data by creating a matrix that displays the frequency distribution of variables to identify relationships between them.

Hidden Variables

Variables that are not directly observed but are relevant or influence the outcome of a process or model.

Two Variables

Refers to any analytical or statistical approach that involves two distinct or dependent variables for examination or study.

Scatter Diagram

A graphical representation of data using Cartesian coordinates to display values for two variables for a set of data, helping to show the relationship between them.