Section 1.2

Events as sets

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Problem 1.2.1

Let {Ai:i∈I}\left\{ A_{i}: i \in I\right\} be a collection of sets. Prove 'De Morgan's Laws' :

(⋃iAi)∁=⋂iAi∁,(⋂iAi)∁=⋃iAi∁ \left(\bigcup _{i} A_{i}\right)^{\complement } = \bigcap _{i} A_{i}^{\complement }, \quad \left(\bigcap _{i} A_{i}\right)^{\complement } = \bigcup _{i} A_{i}^{\complement }
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Problem 1.2.2

Let AA and BB belong to some σ\sigma-field F\mathcal{F}. Show that F\mathcal{F} contains the sets A∩B,A\BA \cap B, A \backslash B, and A△BA \triangle B.

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Problem 1.2.3

A conventional knock-out tournament (such as that at Wimbledon) begins with 2n2^{n} competitors and has nn rounds. There are no play-offs for the positions 2,3,…,2n−12,3, \ldots , 2^{n}-1, and the initial table of draws is specified. Give a concise description of the sample space of all possible outcomes.

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Problem 1.2.4

Let F\mathcal{F} be a σ\sigma-field of subsets of Ω\Omega and suppose that B∈FB \in \mathcal{F}. Show that G={A∩B:A∈F}\mathcal{G} = \left\{ A \cap B: A \in \mathcal{F}\right\} is a σ\sigma-field of subsets of BB.

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Problem 1.2.5

Which of the following are identically true? For those that are not, say when they are true.

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(a)

A∪(B∩C)=(A∪B)∩(A∪C)A \cup (B \cap C) = (A \cup B) \cap (A \cup C);

(b)

A∩(B∩C)=(A∩B)∩CA \cap (B \cap C) = (A \cap B) \cap C;

(c)

(A∪B)∩C=A∪(B∩C)(A \cup B) \cap C = A \cup (B \cap C);

(d)

A\(B∩C)=(A\B)∪(A\C)A \backslash (B \cap C) = (A \backslash B) \cup (A \backslash C).