Which Type of Multivariate Analysis Should Be Used When a Researcher

question 20

Multiple Choice

Which type of multivariate analysis should be used when a researcher wants to reduce a
Set of variables to a smaller set of composite variables by identifying underlying dimensions of the data?

• A)Conjoint analysis
• B)Cluster analysis
• C)Multiple regression analysis
• D)Factor analysis
• E)Multiple discriminant analysis

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Definitions:

Democratic Institutions

Organizations or systems that operate on the principles of democracy, including fair and free elections, representation, and the protection of rights and freedoms.

Three Waves

The term "Three Waves" refers to the three major waves of democratization that have occurred since the late 19th century, each representing periods of significant increase in democratic governments worldwide.

Modern Societies

Societies characterized by advanced industrial development, urbanization, and the use of technology in everyday life, along with complex social, economic, and political structures.

Instrumentalist Marxists

Theorists who view the state primarily as an instrument for the ruling class to further its own interests.