Probability and Stochastic Processes
An Introduction
The Sample Space is the collection of all possible outcomes from an experiment. If we are rolling a six sided die, then
, If we are flipping a coin
, etc.
A outcome or sample point of is a single element of
, we will usually refer to outcomes as
or possibly
.
An event is a subset of . So an event is a collection of outcomes. When we discuss probability we will be discussing the probability of particular events occuring.
Note: It is possible, and perfectly fine, for an event to contain a single outcome.
Once we have the idea of Sample Space, outcomes, and events we can begin to place more structure on these objects, so next we move onto Sigma Algebras.