3.1 The regression line | Inferential Statistics | Simple regression | UvA

Regression forms the basis for many advanced statistical techniques, so it is important to understand what regression is. This video explains correlation, the regression equation and the regression line (slope and intercept).


This course consists of six modules and each module has several videos. To find the right module, go to our account @Research Methods and Statistics and click on Playlists, or view them below.

MODULE 3: Simple regression
3.1 The regression line: https://www.youtube.com/watch?v=Mn1G5Q0cXWw&list=PLyLpEs0x9BnmZFXpKpWgEUMmu1Fv-n_O9&index=1
3.2 The regression equation: https://www.youtube.com/watch?v=YeA97zVKnJE&list=PLyLpEs0x9BnmZFXpKpWgEUMmu1Fv-n_O9&index=2
3.3 The regression model: https://www.youtube.com/watch?v=I5UvoxRfZlo&list=PLyLpEs0x9BnmZFXpKpWgEUMmu1Fv-n_O9&index=3
3.4 Predictive power (R-squared): https://www.youtube.com/watch?v=Ogaz28aGeM4&list=PLyLpEs0x9BnmZFXpKpWgEUMmu1Fv-n_O9&index=4
3.5 Pitfalls in regression: https://www.youtube.com/watch?v=mlqNpzyVcto&list=PLyLpEs0x9BnmZFXpKpWgEUMmu1Fv-n_O9&index=5
3.6 Testing the model: https://www.youtube.com/watch?v=jjA28glw2Gg&list=PLyLpEs0x9BnmZFXpKpWgEUMmu1Fv-n_O9&index=6
3.7 Checking assumptions: https://www.youtube.com/watch?v=u-IVwRL5gYY&list=PLyLpEs0x9BnmZFXpKpWgEUMmu1Fv-n_O9&index=7
3.8 CI and PI for predicted values: https://www.youtube.com/watch?v=SFNHZgRSqZw&list=PLyLpEs0x9BnmZFXpKpWgEUMmu1Fv-n_O9&index=8
3.9 Exponential regression: https://www.youtube.com/watch?v=5YQ6gfQS4VA&list=PLyLpEs0x9BnmZFXpKpWgEUMmu1Fv-n_O9&index=9

INFERENTIAL STATISTICS: MODULES
1. Comparing two groups: https://www.youtube.com/watch?v=CoICeI0twI0&list=PLyLpEs0x9Bnl2e68nd7M6lecUqUNu2Sgn
2. Categorical association: https://www.youtube.com/watch?v=j2ACVQBkKfY&list=PLyLpEs0x9BnkqWS0k674CckSeAeJ4A3W7
3. Simple regression: https://www.youtube.com/watch?v=Mn1G5Q0cXWw&list=PLyLpEs0x9BnmZFXpKpWgEUMmu1Fv-n_O9
4. Multiple regression: https://www.youtube.com/watch?v=2WTHx7Sr_1g&list=PLyLpEs0x9BnnDik99xLBH1yxkUCL4E7jk
5. Analysis of variance: https://www.youtube.com/watch?v=KkK5u3jxsYs&list=PLyLpEs0x9BnkO9SHYqGBslnKGt7V8jp6O
6. Non-parametric tests: https://www.youtube.com/watch?v=78L5v2XtUmY&list=PLyLpEs0x9Bnmq_FhZ3HymLnTqA2ecHgnh

Follow our account @Research Methods and Statistics for more modules and courses!