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12. Survey Analysis: Principal Component Analysis (PCA)
Topics and Notes
- Final capstone project guidelines HTML
- A brief intorduction to principal compoenent analysis (PCA)
PDF
HTML
RMD
- a. Geometric illustration of PCA.
- b. Requirements and conditions for PCA
- c. Rules for selecting PCA.
- d. Relationship between PCs
- Case Study: PCA approach to Self-compassion and gratitude survey instruments
HTML
PDF
RMD
- a. Aggregating information from subscales of the instrument
- b. Use of principal components (PCs)
- c. Regression analysis with PCs.
Reading Assignments
writen submission due: Sunday, 11:30 PM
This assignment is the continuation of last week's assignment. Use the same subscale (or sub-instrument) of the experience/satisfaction survey.
PCA analyses
- a. Use the same format in my case study on self-compassion and gratitude survey to report results of PCA.
Reformulate/elaborate on the project questions you developed last week.
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