Ram Shanmugam, Ph.D., is an elected Fellow of the International Statistical Institute. His areas of research, teaching & consulting interest are operational research in health administration, clinical trails, informatics, six-sigma methodologies, environmental models, financial forecasts, and multivariate data collection, analysis & interpretation. Dr. Shanmugam has been invited to give seminars and guest lectures in international meetings. He serves as associate editor in several journals.