Statistics And Graphs
Jump to navigation
Jump to search
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