For a finite or countable set
and a given summable sequence of
non-negative numbers
put
In probability theory it is customary to denote
and rewrite (
) as
.
Formula (
) generalizes the uniform assignment (
),
which corresponds to the choice of equal weights
.
At the same time it is more
flexible
and applies also to infinite sample spaces.
Table
list the most frequently encountered discrete probability
assignments.
| Name | | Probabilities |
| Binomial | | |
| Poisson | | |
| Geometric | | |
| Equally likely outcomes | | |
The reasons behind the particular choices of the expressions for
in Table
involve modeling.