Linear Regression Main
Main Topic:
- Model Validation & Diagnosis Main
- Linear Regression Models Main
- Regression with Regularization Techniques Mian
Regression Analysis in General:
- Selection of independent variable
- Understanding the functional form
- Scope of the model in terms of prediction and extrapolation.
Uses of the Regression Model:
- Description
- Control
- Prediction
Data for regression:
- Observational Data (survey etc)
- Experimental Data
Key Fundamental:
Book reference:
- [An Introduction to Statistical Learning with Applicaiton in R]
- [IBM Machine Learning]
- [Regression in Python]
- [WSU Stats 530]