Suppose a decision maker is faced with a decision determining which of a finite number of possible outcomes, "prizes", he will receive. Denote the set of possible outcomes by . Given the set of outcomes , the relevant space for conducting analysis is the set of lotteries over the outcomes in .
A lottery in which outcome has probability (where are nonnegative real numbers summing to ) is denoted by and the set of all lotteries over is denoted by .