Required texts

• Wickens, T.D. 1994. The Geometry of Multivariate Statistics. Psychology Press. (available at Duke bookstore as well as other booksellers)

• Wickham, H. and Grolemund, G. 2017. R for Data Science: Import, Tidy, Transform, Visualize, and Model Data. O'Reilly Press. Available as a book or online at http://r4ds.had.co.nz

Other recommended texts

Statistics

• Basic biostats refreshers:

  • Nature Methods, Points of Significance
  • Whitlock, M. C. and Schluter, D. 2014. The Analysis of Biological Data, W. H. Freeman.

• Krzanowski, W. J. 2003. Principles of multivariate analysis. Oxford University Press.

Linear Algebra

• Hamilton, A. G. 1989. Linear algebra: an introduction with concurrent examples. Cambridge University Press.

Data visualization

• Tufte, E. R. 2001. The visual display of quantitative information, 2nd edition. Graphics Press.

• Cleveland, W. 1993. Visualizing data. Hobart Press.

• Nature Methods, Points of View