Understanding and Applying Factor Analysis in R

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Ever wonder what Factor Analysis is and how it compares with Principal Component Analysis? Look no further! This is a guide to further theoretical and applied understanding of Factor Analysis! This comes with a code demonstration in R.

Forgot what Principal Components is?
   • Applied Principal Component Analysis ...  

Check out how to compute factor scores!
https://www.real-statistics.com/multi...

Data
https://www.openml.org/d/509


0:00 - What is Factor Analysis?
1:42 - Terms to know when using Factor Analysis
4:09 - Set up Code and Model decision
7:05 - Interpreting Factor Analysis Output
10:45 - h2 and u2 interpretations
12:28 - Complexity term interpretation
12:49 - Other statistical measurements