6.1 Non-parametric tests - Why and when | Inferential Statistics | Non-parametric tests | UvA

From Sander Birkhoff

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In this video Emiel explains what non-parametric methods are and when it is wise to use them.

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 6: Non-parametric tests
6.1 Non-parametric tests - Why and when: https://www.youtube.com/watch?v=78L5v2XtUmY&list=PLyLpEs0x9Bnmq_FhZ3HymLnTqA2ecHgnh&index=1
6.2 Sign test: https://www.youtube.com/watch?v=eyzOuXpqHRM&list=PLyLpEs0x9Bnmq_FhZ3HymLnTqA2ecHgnh&index=2
6.3 One sample - Wilcoxon signed rank test: https://www.youtube.com/watch?v=koqtAPEgHGc&list=PLyLpEs0x9Bnmq_FhZ3HymLnTqA2ecHgnh&index=3
6.4 Two samples - Wilcoxon-Mann-Whitney test: https://www.youtube.com/watch?v=LFya_k5lzOg&index=5&list=PLyLpEs0x9Bnmq_FhZ3HymLnTqA2ecHgnh
6.5 Several samples - Kruskall-Wallis test: https://www.youtube.com/watch?v=-JtkgzTY41c&list=PLyLpEs0x9Bnmq_FhZ3HymLnTqA2ecHgnh&index=4
6.6 Spearman's rank correlation coefficient: https://www.youtube.com/watch?v=uDWkFFgpPio&list=PLyLpEs0x9Bnmq_FhZ3HymLnTqA2ecHgnh&index=5
6.7 The runs test: https://www.youtube.com/watch?v=jMgMfwVhwNw&list=PLyLpEs0x9Bnmq_FhZ3HymLnTqA2ecHgnh&index=6

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!

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