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Code developed for the Multivariate Statistics Spring 2019 course practice sessions.

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Gulsah-G/multivariate_stats

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MESA8668: Multivariate Statistics - Labs

This repository contains R Markdown documents that I developed in Spring 2019 as a Teaching Assistant for a Multivariate Statistics course. Topics included:

  1. Matrix operations
  2. Logistic regression
  3. Multinomial logistic regression
  4. Ordinal logistic regression
  5. Discriminant analysis
  6. MANOVA
  7. Principal component analysis
  8. Exploratory factor analysis
  9. Confirmatory factor analysis
  10. Structural equation modeling