Definition
Sigma-Algebra
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:
- $\Omega \in \mathcal{F}$.
- If $A \in \mathcal{F}$, then $A^c \in \mathcal{F}$ (closed under complements).
- If $A_1, A_2, \ldots \in \mathcal{F}$, then $\bigcup_{n=1}^\infty A_n \in \mathcal{F}$ (closed under countable unions).
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"