Chapter | Topic | Link |
1) Descriptive Statistical Measures
| Mean, Median, Mode Quartiles and Percentiles | https://www.youtube.com/watch?v=k3aKKasOmIw https://www.youtube.com/watch?v=Snf6Wpn-L4c |
2) Counting Techniques | Permutations and Combinations | https://www.youtube.com/watch?v=XJnIdRXUi7A |
3) Probability Axioms | Laws of Probability | https://www.youtube.com/watch?v=94AmzeR9n2w |
4) Discrete random variables | Probability density functions | https://www.youtube.com/watch?v=bgvv7rynbGk |
5) Binomial, Poisson, Geometric distributions | Pdf, E(X), Var(X) | https://www.youtube.com/watch?v=3PWKQiLK41M |
6) Continuous random variables | Probability density functions | https://www.youtube.com/watch?v=uGJE4AtW3IQ |
7) Normal, Students t, Chi-square | Z-score tables | https://www.youtube.com/watch?v=2tuBREK_mgE |
8) Correlation coefficients | Spearman's correlation coefficient | https://www.youtube.com/watch?v=JwNwbu-g2m0
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