3.1 Randomness | Basic Statistics | Probability | UvA

In this video Emiel explains the concept of randomness. You learn how humans deal with randomness and about the concepts of gambler's fallacy and apophenia.


This course consists of seven 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: PROBABILITY
3.1 Randomness: https://www.youtube.com/watch?v=HXDd2BqIvP0&list=PLyLpEs0x9Bnnc4TjI4AOBhSugIV1K_kP-&index=1
3.2 Probability: https://www.youtube.com/watch?v=L1H2ERP6grI&list=PLyLpEs0x9Bnnc4TjI4AOBhSugIV1K_kP-&index=2
3.3 Sample space, event, probability and tree diagram: https://www.youtube.com/watch?v=lIREWWWYbZQ&list=PLyLpEs0x9Bnnc4TjI4AOBhSugIV1K_kP-&index=3
3.4 Quantifying probabilities with tree diagram: https://www.youtube.com/watch?v=yp9G0WVppII&list=PLyLpEs0x9Bnnc4TjI4AOBhSugIV1K_kP-&index=4
3.5 Basic set-theoretic concepts: https://www.youtube.com/watch?v=5NX0fgnmkgg&list=PLyLpEs0x9Bnnc4TjI4AOBhSugIV1K_kP-&index=5
3.6 Practice with sets: https://www.youtube.com/watch?v=jGRbBCbn0Bw&list=PLyLpEs0x9Bnnc4TjI4AOBhSugIV1K_kP-&index=6
3.7 Union: https://www.youtube.com/watch?v=1B5rcolCDS0&list=PLyLpEs0x9Bnnc4TjI4AOBhSugIV1K_kP-&index=7
3.8 Joint and marginal probabilities: https://www.youtube.com/watch?v=xSxx2O27qP4&list=PLyLpEs0x9Bnnc4TjI4AOBhSugIV1K_kP-&index=8
3.9 Conditional probability: https://www.youtube.com/watch?v=kNERiCXI1Dg&list=PLyLpEs0x9Bnnc4TjI4AOBhSugIV1K_kP-&index=9
3.10 Independence between random events: https://www.youtube.com/watch?v=sJPlOMrcJXo&list=PLyLpEs0x9Bnnc4TjI4AOBhSugIV1K_kP-&index=10
3.11 More conditional probability, decision trees and Bayes' Law: https://www.youtube.com/watch?v=x5BaNjf59hY&list=PLyLpEs0x9Bnnc4TjI4AOBhSugIV1K_kP-&index=11

BASIC STATISTICS: MODULES
1. Exploring Data: https://www.youtube.com/playlist?list=PLyLpEs0x9Bnkdzf7bx1J3hMZwZfBhan0e
2. Correlation and Regression: https://www.youtube.com/playlist?list=PLyLpEs0x9BnkNHZ8RV9BKRnRSjm_l5jDZ
3. Probability: https://www.youtube.com/playlist?list=PLyLpEs0x9Bnnc4TjI4AOBhSugIV1K_kP-
4. Probability Distributions: https://www.youtube.com/playlist?list=PLyLpEs0x9BnlQ9yc8ZJd6KDm2TGxMYbLV
5. Sampling Distributions: https://www.youtube.com/playlist?list=PLyLpEs0x9BnnhqKaehi7X42p-hET5Hu0w
6. Confidence Intervals: https://www.youtube.com/playlist?list=PLyLpEs0x9Bnnq2P2jx8HvvBnUxqzBeXFr
7. Significance Tests: https://www.youtube.com/playlist?list=PLyLpEs0x9BnkUdochj7JEC-2javLshojj

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