Congratulations

Multivariate Probability Distributions in R

Surajit Ray

Professor, University of Glasgow

Reading, summarizing and plotting multivariate data

• Reading and reformatting data
• Summary statistics
  • Mean Vector
  • Variance-covariance matrix
  • Correlation matrix
• Plotting in 2D and 3D

• Multivariate probability distributions:
  • Normal
  • T
  • Skew-normal
  • Skew-t
• Dimension reduction:
  • PCA
  • MDS

What we have not covered

• Mathematical details of multivariate distributions
• Other continuous distributions
  • Wishart
  • Discrete multivariate distributions

 

• Check out other DataCamp courses
  • Linear Algebra behind PCA

Congratulations!

Multivariate Probability Distributions in R