How should my name and affiliation appear in a scientific journal publication as a student?
In terms of “standard” conventions, I would suggest:


  Elizabeth G. Duncan, Department of Statistics, Virginia Polytechnic Institute and State University


If the research you’ll be publishing was conducted as part of a research group, however, you might list that affiliation instead, e.g., “Applied Statistics Lab, Virginia Polytechnic Institute and State University“