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Principal Component Analysis Example - …

An introduction to Principal Component Analysis & Factor Analysis Using SPSS 19 and R (psych package). Robin Beaumont Monday, 23 April 2012. Acknowledgment: The original version of this chapter was written several years ago by Chris Dracup Factor Analysis and Principal Component Analysis (PCA). Contents 1 Learning 3. 2 Introduction .. 4. Hozinger & Swineford 1939 .. 5. 3 Overview of the process .. 6. Data preparation .. 6. Do we have appropriate correlations to carry out the factor Analysis ? .. 6. Extracting the Factors .. 8. Giving the factors meaning .. 9. Reification .. 10. Obtaining factor scores for 11.

Factor analysis and Principal Component Analysis (PCA) C:\temporary from virtualclassroom\pca1.docx Page 3 of 24 1 Learning outcomes

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