Multidimensional & Dimensionality Reduction

Readings due before class on Monday, March 11, 2019

Required

• Chapters 9 in Alberto Cairo, The Truthful ArtAlberto Cairo, The Truthful Art: Data, Charts, and Maps for Communication (Berkeley, California: New Riders, 2016).
  
  

• 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”