Starting in 2003, the Institute for Statistics Education now offers over a hundred courses through the Web site Statistics.com. A typical course is 4-5 weeks in duration, costs around $400, and is taught by an author of a major textbook or monograph. We list here courses related to astrostatistics in the areas of: training in the R software environment; Bayesian methodology; and general statistical modeling.
- Introduction to R – Statistical Analysis
- Graphics in R *******
- Visualization in R with ggplot2
- R programming *******
- R programming – Advanced
- Data mining in R – learning with case studies *******
- Introduction to smoothing and P-spline techniques using R *******
- Spatial analysis techniques in R *******
- Survey analysis in R *******
- Introduction to Support Vector Machines in R *******
- Introduction to Bayesian statistics
- Introduction to Bayesian hierarchical and multi-level models
- Introduction to Bayesian computing and techniques
- Bayesian regression modeling via MCMC techniques
- Regression analysis
- Logistic regression
- Survival analysis
- Generalized linear models
- Modeling count data