Multivariate Statistics
Learning Outcomes
On successful completion of this course students will be able to: Explain the methods of multivariate statistics; Applied the methods of multivariate statistics in data set; Interpret the result of multivariate statistics analysis; Operate the methods of multivariate statistics in analyzing data using R; Interpret the output of R
Topics
- The Multivariate Normal Distribution
- Tests on One or Two Means Vector
- MANOVA
- Principal Component Analysis
- Factor Analysis
- Canonical Correlation
- Conjoint Analysis
- Discriminant Analysis
- Logistic Regression
- Cluster Analysis
- Multidimensional Scaling
- Correspondence Analysis
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