Measure

A measure μ on a measurable space (Ω,F) is a function:

μ:F→[0,∞]

satisfying:

  1. Null empty set:
μ(∅)=0.
  1. Countable additivity:
    For any pairwise disjoint sets A1,A2,…∈F,
μ(⋃i=1∞Ai)=∑i=1∞μ(Ai).

A triple (Ω,F,μ) is called a measure space.

Examples: Lebesgue measure, Liouville measure.

Probability measure

A probability measure P is a measure on a measurable space (Ω,F) such that

P(Ω)=1(the total "mass" is 1).

A triple (Ω,F,P) is called a probability space or probabilistic space.