In this talk I will give an overview of my work the area of statistical methods for analysis of experiments in molecular biology. I will focus on two projects in greater depth as examples. The first example involves analyzing the mutations found in tumors in order to determine the temporal order in which the tumors acquired certain types of abnormalities. In the second topic, we develop an...