Proving \sigma(O) = \sigma(C2) in Sigma Algebras | Open Sets and Complements

  • Thread starter Thread starter azdang
  • Start date Start date
  • Tags Tags
    Sigma
Click For Summary
SUMMARY

This discussion focuses on proving that the sigma algebra generated by open sets, denoted as \(\sigma(O)\), is equal to the sigma algebra generated by the collection \(C2 = \{(-\infty, a) : a \in \mathbb{R}\}\). The user successfully established that \(\sigma(C2) \subseteq \sigma(O)\) and is now working on the converse, \(\sigma(O) \subseteq \sigma(C2)\). Key steps involve demonstrating that open intervals can be expressed in terms of sets in \(C2\), particularly through the union of complements and intersections, ultimately confirming the closure properties of sigma algebras.

PREREQUISITES
  • Understanding of sigma algebras and their properties
  • Familiarity with open sets in real analysis
  • Knowledge of set operations including unions and intersections
  • Basic proficiency in mathematical notation and logic
NEXT STEPS
  • Study the properties of sigma algebras in detail, focusing on closure under complements and countable unions
  • Learn about the relationship between open sets and Borel sets in real analysis
  • Explore examples of generating sigma algebras from various collections of sets
  • Investigate the implications of sigma algebras in probability theory and measure theory
USEFUL FOR

This discussion is beneficial for mathematicians, students studying real analysis, and anyone interested in the foundational concepts of measure theory and sigma algebras.

azdang
Messages
80
Reaction score
0
I am working on the last step of a proof to show that \sigma(O) = \sigma(C2).
C2 = {(-\infty, a): a \epsilon R and O = all the open sets in R1.
I have already showed that \sigma(C2) C \sigma(O).

I am now trying to show the converse, that \sigma(O) C \sigma(C2). To do this, I know I just have to show that O C \sigma(C2). This is what I have so far:

For every V in O, V is an open set in R1.

V = \bigcup(ai,bi) from i=1 to infinity. So, I just have to show that (a,b) is in \sigma(C2) really.

So, (a,b) = (-\infty, b) \cap (a, \infty). Obviously, (-\infty, b) is in C2, which means it is in \sigma(C2).

But I'm having a hard time showing why (a, \infty) is in C2. The complement of this would be (-\infty, a] but I'm not sure this gets me any closer. Can anyone help me figure out why (a, \infty) is in C2? I might be missing something really obvious or just going about it all wrong, as I am trying to follow a model for a very similar problem we did in class. Thank you!
 
Last edited:
Physics news on Phys.org
You know a sigma algebra is closed under countable unions, right? So the complement of (-infinity,c)=[c,infinity) is in C2. What's the union of all of the sets [c,infinity) for c>a? How can you make that a countable union?
 
Is it something like U[a + \frac{1}{n}, \infty) from n=1 to infinity, and that would be equal to (a, \infty)?
 
azdang said:
Is it something like U[a + \frac{1}{n}, \infty) from n=1 to infinity, and that would be equal to (a, \infty)?

That works.
 
Ooh, thank you so much, Dick! I have a bunch of these to work on, so I could be back for some clarification. Thanks again! :)
 
I have another sigma algebra question. This one may be primarily in part to the fact that I just don't understand what the question is saying. It says:

Let A be a sigma-algebra of subsets of \Omega and let B be an element of A. Show that F = {A \cap B: A is in A} is a sigma-algebra of subsets of B. Is it still true when B is a subset of \Omega that does not belong to A?

So, B would itself be a subset of \Omega, right? I'm also confused on whether A is a specific element in A or an arbitrary element. And, how we would know what the subsets of B are. Hopefully, once I know what the question is saying, I should be able to figure something out.
 
Let's rewrite this without sort of halfway TeXing it. "Let A be a sigma-algebra of subsets of O and let b be an element of A. Show that F={a intersect b: for all a in A} is a sigma-algebra of subsets of b. Is it still true when b is a subset of O that does not belong to A?". Does that help? There are two cases, b is an element of the sigma algebra A and b is not an element of A. For the first case start trying to check the axioms that define a sigma algebra for F. Then start worrying about the second case.
 
Okay, so basically, the B is fixed, but the A could represent any of the elements in sigma-algebra A. So for F, we could have:

A n B
Ac n B = (A U Bc)c
B n B = B
Bc n B = {}
(A U B) n B = B
O n B = B
{} n B = <-- A little confused, is this {} or B

I think I'm beginning to see why F is a sigma-algebra of subsets of B. Clearly, B is in F, {} is in F, and it looks like it is closed under complement and countable union in #2, but I'm thinking there must be a more general way to do this because there wouldn't be any way to list out all of the possible intersections.
 
{}nB={}, surely. But now you have to figure out a way to prove it without listing ALL of the elements of the sigma algebra A, which you can't. List the axioms defining a sigma algebra. They are what you have to prove. And let's call 'A' the sigma algebra and 'a' an element of A. Try not to use the same symbol for two different things. It's makes proofs confusing.
 
  • #10
Yeah, I know. We can blame my book for that, although it is 'script' A for the sigma-algebra, which I tried to show by making it Bold and Italicized.

Well, the first requirement is that B would have to be in F. B could be represented as O intersect B, since O would be an element in A.

The second would be that it is closed under complement. We know a \cap B is in F so we can check if the complement is, too. So, (a \cap B)^c = a^c \cup B^c. Alright, I'm assuming we have to find a way to write this complement so that it has the form a \cap B. The only thing I could think to do was actually intersect this complement and B which equals a^c \cap B, which would be in F, but I'm not sure if that shows it is closed under complement.

Lastly, we'd need to check that it is closed under countable union. What I think we would need to show is this:
\bigcup_{i=1}^{\infty}(a_i \cap B) which would equal (\bigcup_{i=1}^{\infty}a_i) \cap B just by the distributive law. And then (\bigcup_{i=1}^{\infty}a_i) is an element of A since that is closed under countable union as a result of being a sigma-algebra, therefore, this entire intersection is in F. Therefore, closed under countable union. I'm not completely sure about this one, but it seems to make sense.
 
  • #11
That looks pretty good to me, except for the complement part. For that remember you want to show F is a sigma algebra of subsets of B, not O. The complement of (anB) IN B is B-(anB) (where '-' is the set theory difference). Try doing some set theory stuff on that.
 
  • #12
Yeah, that was the part I was iffy about. Let's see. So, B-(a\cap B) would be all the things in B not also in A. Could we say this is the same as B-a? If so, isn't that just B \cap a^c, which would be in F since a^c is an element of A.
 
  • #13
azdang said:
Yeah, that was the part I was iffy about. Let's see. So, B-(a\cap B) would be all the things in B not also in A. Could we say this is the same as B-a? If so, isn't that just B \cap a^c, which would be in F since a^c is an element of A.

Correcto.
 
  • #14
Oh cool! Thank you again. You've been really helpful on these sigma-algebra problems. They are something I have never seen in all my years of math, so it's kinda tricky to get used to. Have a good day!
 
  • #15
Oops, forgot to tackle part of the question: If F is still a sigma-algebra if B is a subset of Omega that does not belong to A. My thoughts are that it is still a sigma-algebra because I didn't seem to use the fact that B is in A at all in the proof that F is a sigma-algebra. Would that be correct?
 
  • #16
I agree. I can't see that you used that B is an element of A either. If you believe your proof, then it must be true.
 

Similar threads

  • · Replies 8 ·
Replies
8
Views
2K
Replies
2
Views
2K
  • · Replies 2 ·
Replies
2
Views
1K
  • · Replies 7 ·
Replies
7
Views
7K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 2 ·
Replies
2
Views
1K
Replies
9
Views
4K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 3 ·
Replies
3
Views
4K