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This 2h comprehensive online workshop is designed for analysts, researchers, and professionals eager to enhance their statistical modelling skills using R. The course focuses on practical application and interpretation of multiple regression models, enabling participants to build robust models and make data-driven decisions with confidence. What You’ll Learn: 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.