Probability Tags

# Probability Tags

## Sample space

- Outcomes & events
- Probability: direct computation, inclusion/exclusion
- Conditional probability — direct
- Independence
- Bayes theorem — inverse probability
- Odds

## Random variables

- Expectation
- Variance, standard deviation
- Median, mode
- Discrete: probability mass function
- Continuous: density function, cumulative distribution function

## Discrete distributions

- Bernoulli
- Binomial
- Normal approximation to binomial
- Geometric
- Negative binomial
- Poisson
- Hypergeometric
- Multinomial

## Continuous distributions

- Uniform
- Exponential
- Gaussian normal
- Weibull
- Gamma
- Other distribution

## Laws, theory

- Chebychev's inequality
- Weak law of large numbers
- Central limit theorem

## Several variables

- Joint distribution
- Marginal distributions
- Covariance & correlation

## Stochastic process

- Markov chain
- M/M/1 queue