https://studiegids.vu.nl/en/courses/2024-2025/X_400418The goals of this course are to get acquainted with some of the most commonly used statistical models, to learn how to apply these models in valid settings, and to understand the basic theory behind these models.4 topics: Analysis of Variance, Generalized Linear Models, Non-linear Models, Time Series.Lectures and tutorials.Assignments and examination.Lecture slides and lecture notes "Statistical Models" by M.C.M. de Gunst.MSc BA, MSc MathematicsStudents will use the statistical package R (www.r-project.org) for data analysis.Course(s) on statistics and probability (such as Statistics X 400004 and Probability Theory X_400622 or their equivalents) and a basic course on Linear Algebra are required; experience with statistical package R is strongly recommended.All the information about the course (and group enrollment) will be available on Canvas.