There is a growing emphasis on the value of involving students at all levels in research. Rutgers University has created a program of Undergraduate Research Fellowships to fund year-long research projects. I present sample results from two projects that I have supervised recently, where the students programmed and carried out computer simulations on statistical models. I analyse the course background required for such projects, which plays a key role in determining students' ability to participate.