What is this theorem about measurable functions saying?

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SUMMARY

The theorem states that for a measurable space $(\Omega,\mathcal{F})$ and a function $f:\Omega \rightarrow Y$, if the preimage $f^{-1}(A)$ belongs to the field $\mathcal{F}$ for every subset $A$ in a collection $\mathcal{A}$ of subsets of $Y$, then it also belongs to the sigma-algebra $\sigma(\mathcal{A})$ generated by $\mathcal{A}$. The codomain $Y$ is simply the target space of the function $f$. This theorem establishes the measurability of the function $f$ as a mapping from $(\Omega, \mathcal{F})$ to the measurable space $(Y, \sigma(\mathcal{A}))$.

PREREQUISITES
  • Understanding of measurable spaces, specifically $(\Omega, \mathcal{F})$ and $(Y, \sigma(\mathcal{A}))$.
  • Familiarity with the concepts of fields and sigma-algebras in measure theory.
  • Knowledge of preimages and their significance in the context of measurable functions.
  • Basic understanding of Borel sets and Borel functions in topology.
NEXT STEPS
  • Study the properties of sigma-algebras, particularly how they are generated from collections of subsets.
  • Learn about the relationship between measurable functions and Borel functions in the context of topology.
  • Explore examples of measurable functions and their preimages to solidify understanding of the theorem.
  • Investigate the implications of this theorem in real analysis and its applications in probability theory.
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Mathematicians, students of real analysis, and anyone studying measure theory who seeks to understand the properties of measurable functions and their applications in various mathematical contexts.

kalish1
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**Theorem:**

Let $(\Omega,\mathcal{F})$ be a measurable space and let $f:\Omega \rightarrow Y$ be a given function. Let $\mathcal{A}$ be a collection of subsets of $Y$.

If $f^{-1}(A) \in \mathcal{F}$ for every $A \in \mathcal{A}$, then $f^{-1}(A) \in \mathcal{F}$ for every $A \in \sigma(\mathcal{A})$.

**Questions**:
I understand that $\Omega$ is the underlying set and $\mathcal{F}$ is a class of subsets of $\Omega$ that is closed under finite unions and complementation (i.e., $\mathcal{F}$ is a field). But what is $Y$? And what is the purpose of defining $\mathcal{A}$ as a *collection of subsets* of $Y$, with $A$ an element in that collection? Moreover, what is the message of the theorem?

The notation is throwing me off.

This question has been crossposted on real analysis - What is this theorem about measurable functions saying? - Mathematics Stack Exchange
 
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kalish said:
**Theorem:**

Let $(\Omega,\mathcal{F})$ be a measurable space and let $f:\Omega \rightarrow Y$ be a given function. Let $\mathcal{A}$ be a collection of subsets of $Y$.

If $f^{-1}(A) \in \mathcal{F}$ for every $A \in \mathcal{A}$, then $f^{-1}(A) \in \mathcal{F}$ for every $A \in \sigma(\mathcal{A})$.

**Questions**:
I understand that $\Omega$ is the underlying set and $\mathcal{F}$ is a class of subsets of $\Omega$ that is closed under finite unions and complementation (i.e., $\mathcal{F}$ is a field). But what is $Y$? And what is the purpose of defining $\mathcal{A}$ as a *collection of subsets* of $Y$, with $A$ an element in that collection? Moreover, what is the message of the theorem?

The notation is throwing me off.

This question has been crossposted on real analysis - What is this theorem about measurable functions saying? - Mathematics Stack Exchange

Hi kalish,

There is nothing particular about $Y$, except that it's the codomain of $f$. The symbol $\sigma(\mathcal{A})$ denotes the sigma-algebra generated by $\mathcal{A}$. It's important to have $\mathcal{A}$ to be a collection of subsets of $Y$, or else $\sigma(\mathcal{A})$ is undefined.

Note that $(Y, \sigma(\mathcal{A}))$ is a measurable space. So the theorem is saying that the function $f$ is measurable as a map from $(\Omega, \mathcal{F})$ to $(Y, \sigma(\mathcal{A}))$ if $\mathcal{F}$ contains all the preimages $f^{-1}(A)$, $A\in \mathcal{A}$. In particular, if $f$ is a function from $(X, \mathcal{B}_X)$ to $(Y, \mathcal{B}_Y)$ (here $\mathcal{B}_X$ and $\mathcal{B}_Y$ denote the Borel algebras on topological spaces $X$ and $Y$, respectively), then $f$ is a Borel function if the preimage of every open set in $Y$ is a Borel set in $X$.
 

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