Lukas' Notes

Definition

Measure

Let be a measurable space. A measure is a function

assigning a non-negative, possibly infinite size to each measurable set , subject to:

  • Empty set: .
  • Countable additivity: for every sequence of pairwise disjoint sets in ,

Thus the size of a countable union of non-overlapping measurable sets is the sum of their sizes. The triple is a measure space; if , then is a probability measure.