An Assumption in Factor Analysis Is That

question 21

Multiple Choice

An assumption in factor analysis is that

• A) correlation does not necessarily imply causation.
• B) a single latent trait exists.
• C) things that co-occur tend to have a common cause.
• D) factors must be properly named if the analysis of the data is to be actionable.

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Definitions:

Semantic Connections

The relationships between meanings of words or phrases, contributing to the understanding of language and thought.

Nodes

Points in a network or diagram that represent concepts or entities, often used in cognitive psychology to model memory and information processing.

Similar

Having a resemblance in appearance, character, or quantity, without being identical.

Hierarchy

A system in which members of an organization or society are ranked according to relative status or authority.