This one-day workshop aims to increase participants understanding of the principles, methods, and interpretation of regression models using the R software environment, a powerful, popular and free statistical and graphical programming language. The scope of the course runs from basic principles of regression methods to interpreting the output of statistical analyses, and also includes practical sessions getting hands-on experience with regression analysis in R.