Product Sigma Algebra (generated)

In summary, your problem is that you've found a way to generate a sigma algebra that contains all sets in a given space, but this new sigma algebra is incompatible with a theorem in the literature.
  • #1
MWG@berlin
15
0
Dear mates,

I run into a difficulty on the captioned area and am looking forward for enlightenments.

Consider two measurable spaces (X,A) and (Y,B). The standard way to generate the product sigma algebra (XxY,AxB) is to consider the smallest
sigma algebra that contains:

Ring/Algebra- S:{E in XxY; E=finite union of AixBi pairwise disjoint,Ai in A Bi in B}

The question is if we allow 'countably infinite union to replace finite union in the above Ring/Algebra, I conjecture (my presumptious inspection with the properties) that this set is already 'a sigma algebra' hence contains the smallest sigma algebra generated as in the literature. (Since S contains {E1xE2inXxY; E1 in A, E2 in B})

Consequence (BIG PROBLEM): As a result, we inevitably arrive at a very useful Theorem (which cannot be right):

let E be an element in the product sigma algebra (generated as in the literature), it follows E=countably union of AixBi such that Ai in A, Bi in B

Remarks:
Note that with the Theorem in the consequence, many related proofs can be further simplified. That is why I think I am missing something. I believe that when I release the restriction of "finite" union, it "still" cannot possibly be a sigma algebra.

Is S really a sigma algebra if the finite union is replaced by countably instead?
 
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  • #2
One very important thing in a measure space is the measure, agreed? This measure then induces the sigma algebra of all measurable subsets of the space.

MWG@berlin said:
Consider two measurable spaces (X,A) and (Y,B). The standard way to generate the product sigma algebra (XxY,AxB) is to consider the smallest
sigma algebra that contains:

You first need to specify your new measure on [itex]X\times Y[/itex], then we can talk about sigma algebras.

MWG@berlin said:
Consider two measurable spaces (X,A) and (Y,B). The standard way to generate the product sigma algebra (XxY,AxB) is to consider the smallest
sigma algebra that contains:
Ring/Algebra- S:{E in XxY; E=finite union of AixBi ,Ai in A Bi in B}

The question is if we allow 'countably infinite union to replace finite union in the above Ring/Algebra, I conjecture (my presumptious inspection with the properties) that this set is already 'a sigma algebra' hence contains the smallest sigma algebra generated as in the literature. (Since S contains {E1xE2inXxY; E1 in A, E2 in B})

Maybe I'm missing the point here, but wouldn't you agree that if any sigma algebra which contains S (defined as in the above) contains all countable unions of elements of S? Wouldn't this sigma algebra therefore contain also all sets of the form {E in XxY; E=countable union of AixBi, Ai in A, Bi in B}?

Have you had a look at "Evans, Gariepy: Measure and fine properties of functions"? They do a pretty good job at explaining all those things; at least that's the way I feel about the book.
 
  • #3
Thx Cliowa:

(the way you establish is the construction of an outer measure, but that is not neccessary,
the way goes like this...we have a set X...we then find a "suitable" sigma algebra A
then we define a measure on A. that is the triple (X,A,u)

Let me clarify a bit, before we define the product measure, we first establish the product sigma algebra, your answer is correct, smallest sigma algebra that generate S is the standard procedure the literatures (almost all including Rudin, Babarian, few others).

I also missed a point set AixBi in S is pairwise disjoint for all i.
Key is..if we let finite union become countable infinite union, it is indeed?a sigma algebra
(which I verify a few times..unless countable union of countable union is not countable)

Then the problem is...my theroem will be established every E in the product sigma algebra in any book can be represented by UAixBi where Ai in A, Bi in B
...this is a problem...this "new" thereom will siimply the proof of fubini's theorem and free us from the use of the "monotonic class".

Thats y this "new" thereom "oughted" to be wrong...but i cannot disproof it.

Sorry * "standard generated product sigma algebra will be a subset of S (countably union)
since S(countably union) contains S.
 
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  • #4
I don't really see the problem with your theorem here.
Basically, what you're dealing with is a sigma algebra generated by some sets, let's call them Di (where i has as range some indexing set, not necessarily countable), and the collection of all those Di we'll call DD. Then you define the sigma algebra containing DD as the family of all sets in DD plus those you get when you take countable unions, intersections and complements. This clearly establishes all the properties of a sigma algebra. Now, does it really surprise you that any element in that sigma algebra can be expressed as a countable union of the "generating sets" Di?

MWG@berlin said:
Sorry * "standard generated product sigma algebra will be a subset of S (countably union)
since S(countably union) contains S.

I don't understand a word. Could you try to be more clear? Maybe just write everything down using set notation.
 
  • #5
Lets say the theorem has no problem, we then do not need to even consider
"the monotone class" to proof many properties and theorem in product sigma algebra. For example, let E be an element in the product sigma algebra, u,v, the sigma finite measure in A and B respectively. then we have this theorem:

the mapping x to v(Ex) is A-measurable where Ex = x section of E
the mapping y to u(Ey) is B-measurable Ey = y section of E

Standard literatures use monotone class, which is a more complicated
indirect tools to proof the above two statements (full proof could be of 20 lines). But with the "new" theorem, the "new" proof of the 2 statements could be finished in 2 lines.

Because then the mapping x to v(Ex) can be explicity represented as:
Countable summation of 1[Ai]V(Bi) where 1[Ai] is the charateristics (01) function of Ai, it then follows that the mapping is measurable. The proof is finished without using "monotone class".
 
  • #6
MWG@berlin said:
Because then the mapping x to v(Ex) can be explicity represented as:
Countable summation of 1[Ai]V(Bi) where 1[Ai] is the charateristics (01) function of Ai, it then follows that the mapping is measurable. The proof is finished without using "monotone class".

I'm not really sure what's going on here (haven't thought about it enough), but don't you ignore that the characteristic function of a countable union of some sets is NOT the countable summation of the characteristic function of the sets themselves?

Say some sets [itex]A_i\times B_i[/itex] and [itex]A_j\times B_j[/itex] overlap, aren't you then summing up too much?
 
  • #7
Thx
trust this:
1st fact:Ai is in A 1[Ai] is always A measurable for all i
2nd fact: countable summation of 1[Ai] = limit of finite summand of 1[Ai]
limit function of measurable functions is again measurable.
3rd fact: it doesn't matter whether they overlap. it is still a well defined
measurable function "let x be in Ai^Aj, then the summand = 1[Ai](x)+ 1[Aj](x)=2
as for x in Ai\Aj the summand simply =1[Ai](x)=1
4th fact: AixBi and AjxBj are disjoint sets in the countable version of S.
implies {Ai} disjoints hence 1{UAi} = Summand of 1{Ai} which is a 1 0 function.
 
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  • #8
I think you don't see what I'm trying to say. Let's take an example. Let X=Y=[0,1], take the Lebesgue measure and it's induced sigma algebras A=B. Then have a look at the product sigma algebra. Take for example the square Q:=[0,1]x[0,1]. Then clearly this can be expressed as [itex]([0,3/4]\times [0,1])\cup ([1/4,1]\times [0,1])[/itex], where those sets are in the sigma algebras. Now the value of v(Ex)=1 for all x, but your calculation would give a different answer, depending on the current the actual x.

Do you understand what I mean? How about the "facts" you posted? Still feeling good about all of them?
 
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  • #9
Then clearly this can be expressed as [itex]([0,3/4]\times [0,1])\cup ([1/4,1]\times [0,1])[/itex]?
They are not even disjoint. look at the 4th fact, and the set S with finite union replaced by countable union. Get it?
 
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  • #10
MWG@berlin said:
Then clearly this can be expressed as [itex]([0,3/4]\times [0,1])\cup ([1/4,1]\times [0,1])[/itex]?
They are not even disjoint. look at the 4th fact, and the set E with finite union replaced by countable union. Get it?

Would you not agree that one can write [itex]Q=([0,3/4]\times [0,1])\cup ([1/4,1]\times [0,1])[/itex]? All those intervals are in the respective sigma algebras, therefore in the product sigma algebra.

I don't acknowledge the truth of fact 4! What am I supposed to get?
 
  • #11
I meant Set S

We are talking about whether a countable union version of set S (as in the first post above) is a product sigma algebra, and you claimed that it is.

Let me put it here again S={E in X x Y such that E = countable UAixBi AixBi pairwise disjoint (p.d.) with Ai in A, Bi in B}.

p.s. sorry about the typo...I meant S...look at the 4th fact again
 
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  • #12
MWG@berlin said:
I meant Set S

We are talking about whether a countable union version of set S (as in the first post above) is a product sigma algebra, and you claimed that it is.

Let me put it here again S={E in X x Y such that E = countable UAixBi AixBi pairwise disjoint (p.d.) with Ai in A, Bi in B}.

p.s. sorry about the typo...I meant S...look at the 4th fact again

Yes, I still claim that the countable union version gives rise to the same sigma algebra. I'm not so sure about the pairwise disjoint thing, but wouldn't you agree on this: If I first do not allow for countable, but only for finite unions of sets Ai, Bi and then as the second step look at the smallest sigma algebra containing those finite unions, I still get all countable unions, precisely because I create a sigma algebra. It doesn't matter whether I take finite unions then allow them to be countably infinite, or whether I allow them to be infinite right from the start. The only difference is that when I compare the resulting product sigma algebra with the initial family of sets S (with finite unions) it contains far more sets then the family of sets S (with finite unions), whereas if I allow infinite unions I get the whole sigma algebra.

Actually, for the definition of the product sigma it suffices to require this: The product sigma algebra is the smallest sigma algebra containing every set of the form [itex]R\times T[/itex], where [itex]R\in A, T \in B[/itex]. Agreed?

Now, in my last post I was trying to give an example for the fact that your way of writing the function [itex]x \mapsto \nu(E_x)[/itex] is flawed.
 
  • #13
1st point:

"whereas if I allow infinite unions I get the whole sigma algebra"
whether once the uncoutable union replace the finite union
wil turn the set into a sigma algebra is my main question, which u said it is.
After you replace S with a coutable version, it will in deed contain some sets
in the product sigma algebra, but if S is not a sigma algebra, then there exists set in the product sigma algebra which is not in S.

One way to see this is that the x----V(Ey) statement could be proven in 2 lines which I did it, if your claim (and what I am trying to as well) is rite.

I write x----V(Ey) as a "direct consequence of your claim. Set E in S means
E=UAixBi p.d. MEANING...A1xB1 ^ A2xB2 ^...are all empty...they are disjoint...thats y the 1 function has no problem it will only take 1 and 0
get it?
 
  • #14
MWG@berlin said:
1st point:

"whereas if I allow infinite unions I get the whole sigma algebra"
whether once the uncoutable union replace the finite union
wil turn the set into a sigma algebra is my main question, which u said it is.
After you replace S with a coutable version, it will in deed contain some sets
in the product sigma algebra, but if S is not a sigma algebra, then there exists set in the product sigma algebra which is not in S.

One way to see this is that the x----V(Ey) statement could be proven in 2 lines which I did it, if your claim (and what I am trying to as well) is rite.

I write x----V(Ey) as a "direct consequence of your claim. Set E in S means
E=UAixBi p.d. MEANING...A1xB1 ^ A2xB2 ^...are all empty...they are disjoint...thats y the 1 function has no problem it will only take 1 and 0
get it?

First point: In the end, you need to have a sigma algebra, the product sigma algebra. Which special set you choose to "enlarge" in order to get the sigma algebra doesn't really matter, as I pointed out.

But you're wrong on one important point: Not all the elements of the resulting sigma algebra are disjoint! Even if you take as a start the set S (as defined in your first post, finite unions, pairwise disjoint sets), when generating the sigma algebra you're allowed to take countable unions and countable intersections and complements. If there is any other set G in your sigma algebras besides the empty set or whole space [itex]X\times Y[/itex], then the sets in the sigma algebra cannot be disjoint, because this set G is not disjoint with the whole space: [itex](X\times Y) \cap G\neq\emptyset[/itex]!

Give me an example of any sigma algebra which is not trivial, where all sets in the sigma algebra are disjoint! You can't!
 
  • #15
You are missing something:
THINK it over before you write again.
You claimed this set countable version of S...(lets call it F)={E in XxY;E=UAixBi, (AixBi)i p.d. Ai in A, Bi in B} IS A PRODUCT SIGMA ALGEBRA

Look, is any set in this product sigma algebra expressible as p.d. set.
This is explcitly defined in F the set. You are contradicting your first claim.
 
  • #16
MWG@berlin said:
You are missing something:
THINK it over before you write again.
You claimed this set countable version of S...(lets call it F)={E in XxY;E=UAixBi, (AixBi)i p.d. Ai in A, Bi in B} IS A PRODUCT SIGMA ALGEBRA

Where did I claim that? I did not!
I have thought about this. Have you?

MWG@berlin said:
Look, is any set in this product sigma algebra expressible as p.d. set.
This is not a valid criterion. Just because the set S consists of unions of p.d. AixBi does NOT mean the whole sigma algebra does! Do you understand my words?
 
  • #17
You claimed set F is a product sigma algebra, dude!

LOOK What you wrote: "Yes, I still claim that the countable union version gives rise to the same sigma algebra." WHO CAN UNDERSTAND WHAT YOU MEANT THEN?

Let E be an element of the product sigma algebra F it follows E=UAixBi (AixBi)i p.d. .This is how F is defined.

You dunt even need to generate anything since YOU claimed F is a product sigma algebra already.


DO YOU UNDERSTAND, FINALLY?
 
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  • #18
MWG@berlin said:
You claimed set F is a product sigma algebra, dude!

LOOK What you wrote: "Yes, I still claim that the countable union version gives rise to the same sigma algebra." WHO CAN UNDERSTAND WHAT YOU MEANT THEN?
Please, do yourself and me a favor and read precisely what I write! I said that the thing you call F gives rise, which means induces and not is, a sigma algebra, and I further claimed that the sigma algebra generated that way gives you the same sigma algebra as you would get if you were to start from the set S.

MWG@berlin said:
WHO CAN UNDERSTAND WHAT YOU MEANT THEN?
Obviously, you do not have that specific capacity. Maybe we should use some translation machine. Else I suggest you start again and read paying attention to the exact phrasing.
MWG@berlin said:
Let E be an element of the product sigma algebra F it follows E=UAixBi (AixBi)i p.d. .This is how F is defined.
I keep repeating myself: Just because you use disjoint sets to generate the sigma algebra does NOT mean the sigma algebra will consist only of disjoint sets.
 
  • #19
Please pay attention and run thru the thread again,
My question is ALWAYS w/o generating S, is F being a countable version
of S a sigma algebra. Then you answer something non relevant sayign that
generating S is the same as generating F, who ask you to generate F?

Thats no point for the whole thing if you generate F, every one knows the sun comes up from the east and sets at the west!

Did I every use the disjoint thing to generate F? I never say I generate F, THE QUESTION
always is F a sigma algebra?...I think you ve been missing out quite a lot. Dunt write again
if you dunt EVEN understand the question.
 
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  • #20
Ok, I was only trying to interpret the somewhat diffuse question you have. Let's stop the accusations for a moment and get to the math.

First of all, if you start with two measurable sets X,Y and two sigma algebras A, B respectively, and "define" S:={E in XxY; E=finite union of AixBi pairwise disjoint,Ai in A Bi in B}, this set is not well defined. In precisely what manner do you build up the AixBi, which are supposed to be pairwise disjoint? Say, for example, I start with A1=X and B1=Y. Then the only other thing I can generate, which is disjoint, is the empty set. Is this a sigma algebra? Yes, not a very interesting one, though. Or do you want the Ai to be pairwise disjoint?
 
  • #21
First of all, if you start with two measurable sets X,Y

Ans1.[X and Y are raw sets. (X,A) and (X,B) are sigma finite measurable space]

and two sigma algebras A, B respectively, and "define" S:={E in XxY; E=finite union of AixBi pairwise disjoint,Ai in A Bi in B}, this set is not well defined.

Ans2.[This set is an Algebra, according to rudin and other literatures. The product sigma algebra according to both books at least are the smallest sigma algebra that cover S]

In precisely what manner do you build up the AixBi, which are supposed to be pairwise disjoint? Say, for example, I start with A1=X and B1=Y.

ans3.[pls look at the set, it means all E in X x Y that can be expressible as a finite union of Ai x Bi such that Ai in A Bi in B would be in S, Yes X x Y is in
S or else Rudin wouldn't call S an Algebra.]

Then the only other thing I can generate, which is disjoint, is the empty set. Is this a sigma algebra? Yes, not a very interesting one, though. Or do you want the Ai to be pairwise disjoint?[/QUOTE]

ans4[disjoint means IF E1 can be expressible as A1xB1 U A2xB2 then A1xB1 intersection A2xB2 is empty. In your example, E1=XxY=A1xB1 there are no other A2xB2 to be disjointed with. that doesn't mean you cannot come up with another E2 in XxY such that E2=finite disjoint union of AixBi, E2 would again be in S and that doesn't mean and imply E1 and E2 "has to be" disjoint.]


Please think carefully before you write, I do not want to correct your concept again. All your misconceptions will come obvious when you take your time and read the literatures before writing again.

For bonus, note that one can simply generate this set {AixBi;Ai in A, Bi in B}
to be a product sigma algebra which would equal to the one "generated by S"
As proven in Rudin, you disagree, either you can work the proof out urself or you write to rudin, I dunt want to explain to you again.
 
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  • #22
MWG@berlin said:
First of all, if you start with two measurable sets X,Y and two sigma algebras A, B respectively, and "define" S:={E in XxY; E=finite union of AixBi pairwise disjoint,Ai in A Bi in B}, this set is not well defined.

Ans2.[This set is an Algebra, according to rudin and other literatures. The product sigma algebra according to both books at least are the smallest sigma algebra that cover S]

Could you point out where Rudin writes this?

In my copy of the text it says: "[itex]\delta\times\tau[/itex] is defined to be the smallest [itex]\sigma[/itex]-algebra in [itex]X\times Y[/itex] which contains every measurable rectangle."
 
  • #23
cliowa said:
Could you point out where Rudin writes this?

In my copy of the text it says: "[itex]\delta\times\tau[/itex] is defined to be the smallest [itex]\sigma[/itex]-algebra in [itex]X\times Y[/itex] which contains every measurable rectangle."

CONTAINS EVERY MEASURABLE RECTANGLES MEANS CONTAINING S ALREADY
LOOK AT WHAT IS Q=R1U...URm...om page 160...
it means E=A1xBiU...UAmxBm where they are disjoint...RiintersectRj =empty
Ri=AixBi, Rj=AjxBj.

The class conatins all measurable retangles is precisely S. you do not understand this fact, may be you wish to consult a more elementary book or look it up in wiki
 
  • #24
MWG@berlin said:
CONTAINS EVERY MEASURABLE RECTANGLES MEANS CONTAINING S ALREADY
LOOK AT WHAT IS Q=R1U...URm...om page 160...
it means E=A1xBiU...UAmxBm where they are disjoint...RiintersectRj =empty
Ri=AixBi, Rj=AjxBj.

The class conatins all measurable retangles is precisely S. you do not understand this fact, may be you wish to consult a more elementary book or look it up in wiki

I quote Rudin, Definition 7.1: "A measurable rectangle is any set of the form [itex]A\times B[/itex], where [itex]A\in\delta[/itex] and [itex]B\in\tau[/itex]."

He then defines the sets of the elementary class, which have a priori nothing to do with the sigma algebra. Agreed? You're mixing up the elementary class and the measurable rectangles.
 
  • #25
The class contains all measurable rectangles is precisly S which is an algebra...rudin generate this set...Q=E in S... (class of all eleementary sets) exactly the same thing...elementary set means E=finite UAixBi meaning finite union of measurable rectangle.
 
  • #26
MWG@berlin said:
The class contains all measurable rectangles is precisly S which is an algebra...rudin generate this set...Q=E in S... (class of all eleementary sets) exactly the same thing...elementary set means E=finite UAixBi meaning finite union of measurable rectangle.

I don't even understand what you're trying to say. Could you write down your ideas without the triple-dots and some Q=E as defined 20 posts ago?

Honestly: I cannot build up whole, meaningful sentences using the fragments you give.
 
  • #27
If you still dutn understand what rudin means,
here it is a text suitable for you, Chapter 6 product measure page 116 section34 Theorem 1 Measure and Integration Sterling K. Berberian 1966 second print. Borrow it and read before you write again.

Thereom 1: S is a Ring (Algebra you just need to show XxY is in S) Berberian.
 

1. What is a product sigma algebra?

A product sigma algebra is a mathematical concept that is used to describe the collection of all possible combinations of events from two or more sigma algebras. It is generated by taking the union of all events from each sigma algebra and then taking the intersection of all possible combinations of these events.

2. How is a product sigma algebra generated?

A product sigma algebra is generated by taking the union of all events from each individual sigma algebra and then taking the intersection of all possible combinations of these events. This process creates a new sigma algebra that contains all possible combinations of events from the individual sigma algebras.

3. What is the purpose of a product sigma algebra?

A product sigma algebra is used to describe the collection of all possible combinations of events from two or more sigma algebras. It is often used in probability theory and statistics to calculate the probability of complex events that are made up of multiple simpler events.

4. How is a product sigma algebra different from a regular sigma algebra?

A product sigma algebra differs from a regular sigma algebra in that it is generated by taking the union of events from multiple sigma algebras, while a regular sigma algebra is generated by taking the union of events from a single sigma algebra. This allows a product sigma algebra to describe more complex events that are made up of multiple simpler events.

5. What are some real-world applications of product sigma algebras?

Product sigma algebras have many real-world applications, particularly in the fields of probability theory and statistics. They are used to calculate the probability of complex events, such as the likelihood of certain genetic traits being passed down from parents to children, or the likelihood of certain outcomes in a game or sporting event. They are also used in the fields of economics and finance to model the behavior of complex systems and make predictions about future outcomes.

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