Section 1 Content

Multiple linear regression

• Example
• Data structure
• Statistical model
• Hypothesis
• Model fitting
• Principle of least sqaures
• Model description
• Model assumption
• Fitting linear model using lm
• Interpretation of model outcomes
• Checking model assumptions
• Model selection strategies
• Predictions