Introduction and Basic terminology of Multivariate Analysis.
We will follow the book 'Applied multivariate statistical analysis' with other supporting material through the whole course.. Soft copy of book has been uploaded.
Course Material
- Introduction and Basic terminology of Multivariate Analysis.
- Multivariate Normal Distribution.
- Bi-variate Normal Distribution.
- Properties of Multivariate Normal Distribution.
- Properties of Bi-variate Normal Distribution.
- Distribution of linear function of normal variables.
- Distribution of Quadratic forms.
- Wishart distribution.
- Hotelling’s T2-distribution.
- Canonical variate Analysis
- Discriminant Analysis.
- Principle Component Analysis.
- Factor Analysis.
- Factor analysis versus principal component analysis.
- Cluster Analysis.
- MANOVA
- Chapters 16
- Department Statistics
- Teacher
Mr. Muhammad Zubair
