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Oakton Community College Principal Component Analysis Method Discussion

Oakton Community College Principal Component Analysis Method Discussion

Question Description

I’m working on a writing discussion question and need an explanation to help me understand better.

Cite it in APA Format. Write two paragraphs of seven sentences each, answering the question below


Part I: Critique Journal Article: Review the paper and evaluate their usage of Factor Analysis addressing the following: (See article on Research Perception, Motivation, and Attitude among Undergraduate Students A Factor Analysis Approach).

  • How are they applying Factor Analysis?
  • What kind of rotation do they use?
  • How many components do they concentrate on in their analysis? How did they arrive at these number of components?
  • Explain the breakdown of the components and the significance of their names.
  • How do they evaluate the stability of the components (i.e. factorability)?
  • Do they use these components in later analysis, such as regression? If so, what do they discovery?
  • What overall conclusions does Principal Component Analysis allow them to draw?

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