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