This is a practical exercises aims to develop basic concepts from the Linear models and Generalized Linear Models.
UNIT I - BRIEF UNDERSTANDING ABOUT LINEAR MODEL
Simple Linear Regression
Multiple Regression
Polynomial Regression
UNIT II - GENERALIZED LINEAR MODELS
Dummy Response Data
Countable Response Data
Asymmetric Positive Response Data
Quasi-Likelihood Response Data
UNIT III - INTRO MIXED EFFECT MODEL