Regression Analysis

Learning Outcomes

On successful completion of this course students wll be able to: Describe simple and multiple linear regression; Calculate and interpret the concepts of regression; Analyze data using simple and multiple linear regression; Perform and interpret model selection and model diagnostics; Perform simple and linear regression using R and interpret the output; Perform model selection and model diagnostics using R and interpret the output.

Topics

1. Introduction to Regression
2. Simple Linear Regression
3. Multiple Linear Regression
4. Detection of Outliers and influential Observations
5. Model Selection
6. Model Diagnostics.