Visualization for exploratory data analysis

Materials from class on Monday, May 30, 2022

EDA

H. Wickham and G. Grolemund, R for Data Science: Import, Tidy, Transform, Visualize, and Model Data (Sebastopol, California: O’Reilly Media, 2017).
– Chapter 7.
Free online.

Modelling expectation

M. Correll and J. Heer, “Surprise! Bayesian Weighting for de-Biasing Thematic Maps,” IEEE Transactions on Visualization & Computer Graphics (2017).
M. Visalingam, “The Signed Chi-Score Measure for the Classification and Mapping of Plychotomous Data,” The Cartographic Journal 18, no. 1 (1981): 32–43.

Categorical data analysis

M. Friendly, “Mosaic Displays for Loglinear Models,” in ASA, Proceedings of the Statistical Graphics Section, 1992, 61–68.

A stellar application of the above

Badawood Wood J. and A. Slingsby, “BallotMaps: Detecting Name Bias in Alphabetically Ordered Ballot Papers,” IEEE Transactions on Visualization and Computer Graphics 17, no. 12 (2011): 2384–91.

Mon, 30 May 2022