Lecture, three hours; discussion, one hour. Requisites: courses 250A, 250B. Recommended requisites: courses 255A, 255B. Theory and methods for multivariate analysis with non-exclusive focus on biomedical applications. Topics from multivariate linear models, graphical models, component analysis, factor analysis, clustering, discriminant analysis, models for longitudinal and clustered data. S/U or letter grading.