StatisticsWithRDuke
Code repository for the coursera specialization Statistics with R by Duke University
Resources
Textbooks
From the course
Others
- Learn Statistics with R
- Practical Statistics with for Data Scientists
- All of Statistics
- Introduction to Statistical Learning
Supplementary
- Distribution Calculator: For calculating probabilities for the binomial, normal, t, T, and chi2 distributions
- Probability Table
- R Reference Card
Stats and data visualization blogs:
- FiveThirtyEight: Nate Silver's political calculus
- FlowingData: data visualization
- Junk Charts: the name says it, examples of not-so-good visualizations and discussion on how to improve them
- The Guardian Data Blog: interesting data visualizations for news stories as well as links to the actual data
- The Daily Viz: blog of matt stiles, data journalist at npr
- Statistical Modeling, Causal Inference, and Social Science: blog of Andrew Gelman, professor of statistics and political science at Columbia University, often higher level statistics but interesting commentary
- blprnt.blg: blog of Jer Thorp, Data Artist in Residence at the New York Times
- Simply Statistics: blog of three biostatistics professors (Jeff Leek, Roger Peng, and Rafa Irizarry), posts discussing science/popular writing, linking to inspiring articles, and advice for up-and-coming statisticians