The goal of this workshop is to provide a thorough review of statistical issues related to the design, management and statistical analysis of clinical studies. The discussions will focus on practical and modern methodological approaches relevant to such studies, and the concepts and statistical methods will be illustrated using examples motivated by real applications (such as diabetes and cancer). The workshop will be a combination of lectures and hands-on data analyses, and it will welcome open discussions and sharing of experiences and ideas.