OverviewThis workshop is recommended for those who want to learn the basics of R programming in statistics, science, or engineering courses. The goal of the workshop is to familiarize participants with R's tools for scientific computing and data analysis. Lectures will be interactive with a focus on learning by example, and assignments will be application-driven. No prior programming experience is needed.
You Will Learn
- Introduction to R, definitions of variables, special values in R
- Five basic objects, vector, matrix, factor, data frame, and list
- Using packages
- Data input/output
- Graphics (including ggplots)
- Statistical applications: such as how to get a summary of the data, how to do linear regressions, and how to interpret the output
- Rmarkdown for notes and presentations
- Metacharacters in R
- Introduction to R: (apply) functions.
- Plotting in base R, ggplot, and ggmap. Creating and using packages,
- R markdown Rpres.
- Statistical tools for data analysis including clustering dimensional reduction, model fitting.
To view other workshop descriptions, or to get general information about the 2016 ICME Summer Workshop Series, click here.
ICME Summer Workshops are open to participants 18 years and older. If you are under the age of 18 and would like to participate, please contact email@example.com.
Please contact the Program Team at