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Definition

Sigma-Algebra

Stochastic Calculus · bm.tex
Let $\Omega$ be a nonempty set. A sigma-algebra (or $\sigma$-algebra) on $\Omega$ is a collection $\mathcal{F} \subseteq 2^\Omega$ of subsets satisfying:
  1. $\Omega \in \mathcal{F}$.
  2. If $A \in \mathcal{F}$, then $A^c \in \mathcal{F}$ (closed under complements).
  3. If $A_1, A_2, \ldots \in \mathcal{F}$, then $\bigcup_{n=1}^\infty A_n \in \mathcal{F}$ (closed under countable unions).
The pair $(\Omega, \mathcal{F})$ is called a measurable space, and elements of $\mathcal{F}$ are called measurable sets or events.
Used in
Dependency Graph
flowchart LR classDef current fill:#6366f1,color:#fff,stroke:#4f46e5 ndf8f0995["Sigma-Algebra"]:::current nbbb6ebd1["Probability Space"] n008c5317["Conditional Expectation"] nd3b9fa40["Borel Sigma-Algebra"] n0729b6b7["Measure Space"] n2cf1849d["Radon--Nikod\'{y}m Theorem"] ndf8f0995 --> nbbb6ebd1 ndf8f0995 --> n008c5317 ndf8f0995 --> nd3b9fa40 ndf8f0995 --> n0729b6b7 ndf8f0995 --> n2cf1849d click nbbb6ebd1 "../objects/bbb6ebd1.html" "_self" click n008c5317 "../objects/008c5317.html" "_self" click nd3b9fa40 "../objects/d3b9fa40.html" "_self" click n0729b6b7 "../objects/0729b6b7.html" "_self" click n2cf1849d "../objects/2cf1849d.html" "_self"