Week - 1 |
Some fundamental mathematical concepts |
Week - 2 |
Matrix, determinant and quadratic forms |
Week - 3 |
derivation of matrix and vector |
Week - 4 |
Idemptent matrix |
Week - 5 |
Multivariate normal distribution |
Week - 6 |
Noncentral Chi-square distribution |
Week - 7 |
Noncentral F distribution |
Week - 8 |
Distribution of quadratic forms |
Week - 9 |
Expectation of quadratic forms and indepentence of quadratic forms |
Week - 10 |
Linear models |
Week - 11 |
Application of linear models |
Week - 12 |
Application of linear models |
Week - 13 |
Interval estimator for linear models |
Week - 14 |
hypothesis tests for linear models |