Probability

Occurrences of uncertain events

• Events

  Sets of experiment outcomes

• Probability Spaces

  Model for assigning probabilities to events

• Conditional Probability

  Using events that have occurred

• Random Variables

  Mapping from outcomes to a measurable space

• Distributions

  Common functions for probability models

• Moments

  Information about a distribution's shape

• Limit Theorems

  Behaviour after many outcomes have been observed

• Concentration Bounds

  Inequalities describing deviation of random variables

• Probabilistic Convergence

  Behaviour after randomness is observed for a while

• Stochastic Processes

  Models for random systems