Addresses emerging statistical challenges in epidemiological, biomedical, and pharmaceutical research. This volume features: methods for assessing Biomarkers, analysis of competing risks; clinical trials including sequential and group sequential, crossover designs, cluster randomized, and adaptive designs; and, structural equations modelling.