What is a Filtered Probability Space?

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SUMMARY

The discussion centers on the concept of a Filtered Probability Space, specifically focusing on the definition of the join of a collection of sub-\sigma-algebras, denoted as \bigvee_{s\in S} \mathcal F_s. This join represents the smallest sub-\sigma-algebra \mathcal G that contains all \mathcal F_s for each s in S. The symbol used for the join is clarified as a representation from lattice theory, distinct from logical disjunction or universal quantifier, and is essential for understanding the structure of probability spaces.

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  • Understanding of sub-\sigma-algebras in measure theory
  • Familiarity with lattice theory concepts, specifically join and meet
  • Basic knowledge of probability theory and filtered probability spaces
  • Ability to interpret mathematical notation and symbols
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  • Research the properties of sub-\sigma-algebras in measure theory
  • Study lattice theory, focusing on the concepts of join and meet
  • Explore the applications of filtered probability spaces in stochastic processes
  • Learn about the relationship between sigma-algebras and probability measures
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Mathematicians, statisticians, and students of probability theory who are looking to deepen their understanding of filtered probability spaces and the underlying mathematical structures.

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For a collection \{\mathcal F_s\}_{s\in S} of sub-\sigma-algebras of \mathcal F, the set \bigvee_{s\in S} \mathcal F_s is defined to be the smallest sub-\sigma-algebra \mathcal G\subseteq \mathcal F such that \mathcal F_s\subseteq\mathcal G for every s\in S.
 
economicsnerd said:
For a collection \{\mathcal F_s\}_{s\in S} of sub-\sigma-algebras of \mathcal F, the set \bigvee_{s\in S} \mathcal F_s is defined to be the smallest sub-\sigma-algebra \mathcal G\subseteq \mathcal F such that \mathcal F_s\subseteq\mathcal G for every s\in S.

at http://en.wikipedia.org/wiki/Filtration_(mathematics)#Measure_theory

the encircle part says:

rmnzph.jpg


Similarly in the following picture the encircle part

2ag5bnl.jpg


does the symbole "
10fuquf.jpg
" represent Union? I understood the notation from your reply but what is the name of the symbol? is it logical disjunction (though logical disjunction doesn't make sense here) or is it universal quantifier (though logical quantifier is turned A) or is it just a capital V (the 22nd alphabet)?
 
The symbol is called a "join". It is a symbol from lattice theory. Here, just means the smallest sigma-algebra that contains the union.

The dual symbol is ##\bigwedge## and is called a meet.
 
Thanks
 
If there are an infinite number of natural numbers, and an infinite number of fractions in between any two natural numbers, and an infinite number of fractions in between any two of those fractions, and an infinite number of fractions in between any two of those fractions, and an infinite number of fractions in between any two of those fractions, and... then that must mean that there are not only infinite infinities, but an infinite number of those infinities. and an infinite number of those...

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