*Suna Barlas, Wyeth Keywords: Missing data is a significant issue in clinical trials conducted in areas such as pain, depression, schizophrenia, and others in CNS. For the most part, it arises from patient withdrawal/dropout and could be associated with dropout as high as 60%.