Elements of Multivariate Statistics & Statistical Learning

Undergraduate

This course focuses on modern methods of statistical analysis including nonlinear models, data mining, and classification. Students gain a theoretical basis for multivariate statistical analysis, optimal statistical hypothesis testing, and point and interval estimation. The course is grounded in applications and students will gain experience in solving problems in data analysis. Students are required to use the statistical package R.