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
- Introduction to Regression
- Simple Linear Regression
- Multiple Linear Regression
- Detection of Outliers and influential Observations
- Model Selection
- Model Diagnostics.
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