4.1 Regression model | Inferential Statistics | Multiple regression | UvA

In this video you learn why multiple regression is useful and how we express a multiple regression model at the sample and population level. You also learn how to interpret the regression coefficients 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 4: Multiple regression
4.1 Regression model: https://www.youtube.com/watch?v=2WTHx7Sr_1g&list=PLyLpEs0x9BnnDik99xLBH1yxkUCL4E7jk&index=1
4.2 R and R-squared: https://www.youtube.com/watch?v=s4iAV-ag640&list=PLyLpEs0x9BnnDik99xLBH1yxkUCL4E7jk&index=2
4.3 Overall F-test: https://www.youtube.com/watch?v=IiUTOHpuC44&list=PLyLpEs0x9BnnDik99xLBH1yxkUCL4E7jk&index=3
4.4 Individual T-tests: https://www.youtube.com/watch?v=x-6vK7XRETA&list=PLyLpEs0x9BnnDik99xLBH1yxkUCL4E7jk&index=4
4.5 Checking assumptions: https://www.youtube.com/watch?v=qOWJQ1C6CHo&list=PLyLpEs0x9BnnDik99xLBH1yxkUCL4E7jk&index=5
4.6 Categorical predictors: https://www.youtube.com/watch?v=0kvDJwHUn-s&list=PLyLpEs0x9BnnDik99xLBH1yxkUCL4E7jk&index=6
4.7 Categorical response variable: https://www.youtube.com/watch?v=vLLuUfeF2h4&list=PLyLpEs0x9BnnDik99xLBH1yxkUCL4E7jk&index=7
4.8 Interpreting results: https://www.youtube.com/watch?v=i8hej38MgAI&list=PLyLpEs0x9BnnDik99xLBH1yxkUCL4E7jk&index=8

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!