Proving Borel Sets from Finite Sample Spaces

In summary, to show that sets made up of single points are Borel sets, it is enough to have a sample space A containing these single points, such that the set Bn = {an} is closed and its complement is open. The sigma algebra generated by A is a Borel field because it contains open sets and is closed under countable unions and intersections, as well as complements. In the given example, the open sets are (a, b] and the Borel sets are formed by unions and intersections of these open intervals.
  • #1
jetoso
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Question:
To show that sets made up of single points are Borel sets, it is enough to say that:
There exist a sample space A = {a1, a2,..., an} n = 1, 2,...
then Bn = {an}; where Bn belongs to A.
Then Bn is closed, and its complement must be open.
So the sigma algebra geberated by A is a orel field because it is formed by finite unions and intersections of open sets?

I am some confused here...
 
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  • #2
In order to define Borel sets, the open sets must be defined. Once you have that, Borel sets are the smallest collection containg open sets and closed under the operations of countable unions and intersections, as well as complements.

In your example, what are the open sets?
 
  • #3
How about this:

Let W = (-∞, 1], be a sample space. Let the set A contained in W, be a subset of elementary events such that A = {a1, a2,...} n=1,2,..., then sigma-algebra(A) = Borel set since the complement of a single point is of the form (a, b]. If an < 1, then the complement of an is of the form (-∞, an)U(an, 1]. For an-1 < an the unions and intersections between sets also are of the form (a, b]. If an<=1 then its complement is of the form (-∞, 1), with any other union of the form (a, b] we get again a Borel set.
 

FAQ: Proving Borel Sets from Finite Sample Spaces

What are Borel sets?

Borel sets are subsets of a given sample space that can be generated by a countable number of operations, such as union, intersection, and complement, on open sets.

How do we prove Borel sets from finite sample spaces?

To prove Borel sets from finite sample spaces, we need to show that the set of all possible outcomes can be generated by a countable number of operations on open sets, such as union, intersection, and complement.

Why is it important to prove Borel sets from finite sample spaces?

Proving Borel sets from finite sample spaces is important because it allows us to analyze and understand the behavior of random variables and their distributions in a systematic and rigorous way.

What is the significance of finite sample spaces in proving Borel sets?

Finite sample spaces are significant in proving Borel sets because they provide a more manageable and comprehensible framework for analyzing random variables and their distributions, as opposed to infinite sample spaces.

Can Borel sets be proven from any type of sample space?

Yes, Borel sets can be proven from any type of sample space, as long as the set of all possible outcomes can be generated by a countable number of operations on open sets, such as union, intersection, and complement.

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