|
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 |