Statistics and Statistical Graphics
- Gelman and Hill Data Analysis Using Regression and Multilevel/Hierarchical Models
Cambridge University Press; 1 edition (December 18, 2006); book website
- Fred L. Ramsey and Daniel Schafer The Statistical Sleuth: A Course in Methods of Data Analysis
Duxbury Press; 2 edition (2002)
- Edward Tufte
- Tukey
Machine Learning
- Trevor Hastie, Robert Tibshirani, and Jerome Friedman The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics)
Springer; 2nd ed. 2009. Corr. 3rd printing edition (February 9, 2009); book website (includes full text as PDF)
- Christopher M. Bishop Pattern Recognition and Machine Learning (Information Science and Statistics)
Springer; 1st ed. 2006. Corr. 2nd printing edition (October 1, 2007); book website
- Stephen Marsland Machine Learning: An Algorithmic Perspective (Chapman & Hall/Crc Machine Learning & Pattern Recognition), 2009. Book website (includes Python code).
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