Regression-Analysis-in-R

Project Name:

Regression Analysis for establishing a relation between response and regressor variables.

Problem Statement

• We are given a Life Expectancy Dataset. We need to solve taks such as
  • 1. Does Life Expectancy have positive or negative relationship with drinking alcohol?
  • 2. Report your relation analysis with the following approaches
       • Simple linear regression analysis.
       • Simple non-linear regression analysis.
  • 3. Calculate R^2 values in each of the above-mentioned case and finally conclude your results precisely.

Problem Solution

• We use the knowledge of relational analysis in linear and non-linear regression and work upon the tasks given in the problem statement.
• Finally, we observe our experimental results and conclude them.

For more details about the project please refer to "Project Report PPT.pdf"

Tasks Performed

• Correlational Analysis
• Linear Regression Analysis
• Non-Linear Regression Analysis
• Coefficient of Determination (R-Square)

Get Started

The below steps show how to get started with the code running!.

• We need to have R installed on our computer.
• Its better if R studio is also installed for easier code execution.
• The packages mentioned in the top of the code must be installed.
• The Life Expectancy Dataset must be installed for using/importing it.

By following these steps, the code will start executing smoothly without no errors.

Group Members

Anirudh Jakhotia          - S20190010007
Neeraj Dusa               - S20190010047
Harish Mullagura          - S20190010124
Rakesh Ganeshula          - S20190010052
Manish Kumar B            - S20190020203