Statistics And Graphs

Many good resources exist to help you analyze your data. Here are a few:

Books

• "Discovering Statistics Using SPSS", available at Brown libraries. NOTE: The 2013 edition has been rebranded "Discovering Statistics with IBM SPSS Statistics".
• Elements of Statistical Learning (downloadable pdf), recommended by Rossi Luo and Erik Sudderth
• Machine Learning: A Probabilistic Perspective, recommended by Erik Sudderth
• Essence of Multivariate Thinking, recommended by Stephen Correia
• Using Multivariate Statistics, recommended by Stephen Correia
• Pattern Recognition and Machine Learning, recommended by Ryan
• Grinstead and Snell's Introduction to Probability (downloadable pdf), recommended by Ryan

Papers

• Supervised learning from multiple experts: whom to trust when everyone lies a bit, recommended by Rossi Luo
• Measuring Reproducibility of High-throughput Experiments, recommended by Rossi Luo

Practicals

• Practical Statistics for HCI, independent study modules by Jacob Wobbrock at UW
• Statistics Tutorial written by Andrew Forsberg