Course Overview Section
This is a graduate level 3-credit, asynchronous online course. In this course we will examine a variety of statistical methods for multivariate data, including multivariate extensions of t-tests and analysis of variance, dimension reduction techniques such as principal component analysis, factor analysis, canonical correlation analysis, and classification and clustering methods.
- Identify the need for multivariate statistical techniques
- Recognize the appropriate multivariate method for a problem
- Employ statistical software to conduct the appropriate analysis
- Interpret results and make statistical inference