Multidimensional & Dimensionality Reduction

Readings due before class on Monday, October 14, 2019

Required

• Chapter 12: Visualizing associations in Claus Wilke, Fundamentals of Data VisualizationClaus E. Wilke, Fundamentals of Data Visualization (Sebastopol, California: O’Reilly Media, 2018), https://serialmentor.com/dataviz/.
  
  

• Chapter 4: Multivariate Analysis in Riccardo Mazza, Introduction to Information Visualization

Recommended

• Kieran Healy, “Two y-axes”

• Tyler Bradley, “PCA in a tidy(verse) framework”

• David Schoch, “Dimensionality Reduction Methods using FIFA 18 Player Data”