Statistical Programming using R

This course is an introduction to statistical programming using the R language.

1. Introduction to Data Analysis & Data Visualization
   • Detailed application on pendigits data
2. Hierarchical Clustering
   • Hierarchical clustering on pendigits data
3. Direct Clustering
   • Direct clustering on pendigits data
4. Using mixture models
   • Mixture models on pendigits data
5. Interactive analysis
   • Webapp for pendigits data

Some interesting links:

• A Handbook of Statistical Analyses Using R: a (very good) book and its package (the book is inside the package as vignettes)
• R wikibook: a wiki for R
• R tutorial: a good start to R
• R on StackOverflow: perhaps the most use forum for programming
• R-Bloggers: a newsletter with a lot of interesting article about R
• ggplot2 official site
• FactoMineR official site