Statistics And Graphs: Difference between revisions
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==Practicals== | ==Practicals== | ||
* [http://depts.washington.edu/aimgroup/proj/ps4hci/ Practical Statistics for HCI], independent study modules by Jacob Wobbrock at UW | * [http://depts.washington.edu/aimgroup/proj/ps4hci/ Practical Statistics for HCI], independent study modules by Jacob Wobbrock at UW | ||
* [[ | * [[Statistics Tutorial]] written by Andrew Forsberg | ||
Latest revision as of 19:48, 29 August 2013
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