How do I interpret the results of regression analysis?

Answer 1

Interpreting the results of regression analysis involves assessing the statistical significance, coefficients, and goodness-of-fit of the model. Here are some key steps to help you interpret regression results:

• Statistical Significance
• Coefficients
• Magnitude of Coefficients
• Adjusted R-squared
• Residuals
• Assumptions

Remember, interpreting regression analysis results should consider the specific context of your study and the research question at hand. It is often helpful to consult with a statistician or your research supervisor to ensure a comprehensive understanding and accurate interpretation of the results.