A researcher wants to study the effect of different treatment regimens on muscle growth in fetal rat heart muscle cells. The treatments included a control as well as combinations of growth inhibitors and enhancers at different stages of development. Each treatment was assigned to a randomly selected petri dish containing a sheet of muscle cells harvested from genetically similar mice. 10 7-day old cells were harvested from each dish and measured for size. The treatments were then applied and after 3 days, 10 additional 10-day old cells were harvested from each petri dish and the cells were measured for size. A measure of relative growth was recorded for each dish. Record your answers to the following questions. Discuss the answers with your group and submit your work. What is the treatment? What is the experimental unit? Are there any problems with the experimental setup? How would you have designed the experiment? Comments: Most students recognize that petri dishes and treatment regimen had been confounded. If we ignore treatment, the experiment looks alot like a random effects experiment with petri dish as the random effect and multiple measurements taken on each level of the random effect. If petri dish is ignored, a fixed-effects model essentially must ignore the correlation between observations from the same dish. Students have emphasized experimental protocol in their discussions of the new experiment (discussion of controls, randomization, blocking on lab technician, controlling variation of the source material) In the end, it was felt that a nested design would be appropriate, with multiple petri dishes assigned to each treatment. Treatment effect would be tested against the nested term for petri dishes. There was some discussion as to whether a RCBD (with petri dish as block) was feasible.