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Dynkin's π-λ Theorem

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Definition of a π-System

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A π-system is a collection of subsets of a set that is closed under finite intersection. Dynkin's π-λ Theorem relies on a π-system as a starting point for the application of the theorem.

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Definition of a λ-System

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A λ-system, also known as a Dynkin system, is a collection of subsets of a set that contains the universal set, is closed under complementation, and is closed under countable disjoint union. Dynkin's π-λ Theorem characterizes λ-systems in relation to π-systems.

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Statement of Dynkin's π-λ Theorem

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Dynkin's π-λ Theorem states that if P\mathcal{P} is a π-system and D\mathcal{D} is a λ-system containing P\mathcal{P}, then D\mathcal{D} contains the σ-algebra generated by P\mathcal{P}. This theorem is a powerful tool in proving the equality of measures.

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Applications of Dynkin's π-λ Theorem

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Dynkin's π-λ Theorem is used in probability and measure theory to demonstrate the equality of measures and to extend measures from a π-system to a σ-algebra. It is a crucial step in the proof of important results such as the uniqueness of extension of probability measures.

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Connection to Monotone Classes

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The concept of monotone classes relates to Dynkin's π-λ Theorem in that every λ-system is a monotone class, but the converse is not necessarily true. A monotone class is a collection of subsets closed under countable increasing unions or intersections and decreasing intersections. This connection is pivotal in constructing measures and understanding convergence.

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