next up previous contents
Next: General continuous sample space Up: Elementary probability models Previous: Consequences of axioms

General discrete sample space

For a finite or countable set tex2html_wrap_inline1218 and a given summable sequence of non-negative numbers tex2html_wrap_inline1220 put

  equation462

In probability theory it is customary to denote and rewrite (gif) as tex2html_wrap_inline1224 .

Formula (gif) generalizes the uniform assignment (gif), which corresponds to the choice of equal weights tex2html_wrap_inline1226 . At the same time it is more flexiblegif and applies also to infinite sample spaces.

Example382

Table gif list the most frequently encountered discrete probability assignments.

 

Name tex2html_wrap_inline1236 Probabilities tex2html_wrap_inline1238
Binomial tex2html_wrap_inline1240 tex2html_wrap_inline1242
Poisson tex2html_wrap_inline1244 tex2html_wrap_inline1246
Geometric tex2html_wrap_inline1248 tex2html_wrap_inline1250
Equally likely outcomes tex2html_wrap_inline1252 tex2html_wrap_inline1254
Table: Probability assignments for discrete sample spaces. 

Problem405

The reasons behind the particular choices of the expressions for tex2html_wrap_inline1258 in Table gif involve modeling.



Send comment