Statistics
Probability
Sample Topics
- Determinism and randomness
- Sample space, Outcomes, Events, Probability and Conditional Probability
- Independence, Conditional independence and Bayes’ rule
- Random variables, distributions and densities
- Important random variables
- Sums of random variables, limits and moments
- Expectation and conditional expectation
- Information theory, entropy, correlation and causation
- Simulation
