Multiple Regression Course in R

Foundations of Regression Analysis
Explore the various types of regression and their applications in real-world scenarios.

Assumptions of Linear Modelling
Understand the critical assumptions underpinning linear models and how to test for them.

Data Preparation Techniques
Learn how to format and clean data effectively for use in multiple regression models.

Model Fitting and Diagnostics
Gain hands-on experience in fitting multiple linear regression models and evaluating their diagnostics using R.

Handling Complex Data
Tackle data transformation challenges and work with complex variables and interactions.

Results Interpretation
Master the interpretation of regression output to generate meaningful and actionable insights.