Week - 1 |
Exponential family of distributions and their properties |
Week - 2 |
The basic concepts and the basic structure of generalized linear models |
Week - 3 |
Estimation and inference for generalized linear models |
Week - 4 |
Estimation and inference for generalized linear models |
Week - 5 |
The basic structure of logistic regression models, estimation and inference |
Week - 6 |
The basic structure of logistic regression models, estimation and inference |
Week - 7 |
The basic structure of Poisson regression models, estimation and inference |
Week - 8 |
The basic structure of Poisson regression models, estimation and inference |
Week - 9 |
Structure of the generalized linear models for the other exponential family distributions |
Week - 10 |
Construction, estimation and inference of linear and generalized linear models in R |
Week - 11 |
Construction, estimation and inference of logistic regression model in R |
Week - 12 |
Construction, estimation and inference of logistic regression model in R |
Week - 13 |
Construction, estimation and inference of Poisson regression model in R |
Week - 14 |
Construction, estimation and inference of Poisson regression model in R |