Week - 1 |
Basic Concepts |
Week - 2 |
Situations for Simple Linear Regression and Multivariate Regression |
Week - 3 |
Analysis of Multivariate Regression Models |
Week - 4 |
Computer Applications of Multivariate Regression Models |
Week - 5 |
Factor Analysis |
Week - 6 |
Principal Component Analysis: Dimensionality Reduction |
Week - 7 |
Logistic Regression |
Week - 8 |
Binary Models(logit, probit,tobit) |
Week - 9 |
Canonical Correlation Analysis |
Week - 10 |
Discriminant Analysis |
Week - 11 |
Clustering Analysis |
Week - 12 |
Clustering Analysis: Hierarchical Methods |
Week - 13 |
Clustering Analysis: Nonhierarchical Methods |
Week - 14 |
General Evaluation of Multivariate Statistical Methods and Applications with Package Programs |