Завтра в 11 Conditional probability 1. Total Probability

Завтра в 11
Conditional probability
1. Total Probability
2. Bayes' Theorem
3. Discrete Random Variables: General info, Binomial
4. Continuous Random Variables: operations with CDF, PDF, knowledge about their properties, how to compute probabilities of different events
5. Normal Distribution: transforming to Standard form, calculation of probability using CDF table
6. Multivariate Discrete Random Variables: properties, operations with joint PMF, conditional joint PMF, calculation of Covariance, construction of new random variables out of a random vector
7. Behaviour of the Expected Value and the Variance of the linear combination of random variables: E[aX + bY], Var[aX + bY], applying to the combination of normal random variables