From c4950dfb23d1fe8cca7cb523d9ae4ea4b4dda2d5 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Gustav=20S=C3=B6rn=C3=A4s?= Date: Fri, 21 Jan 2022 13:28:45 +0100 Subject: move files --- sannolikhet/Event.md | 54 ++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 54 insertions(+) create mode 100644 sannolikhet/Event.md (limited to 'sannolikhet/Event.md') diff --git a/sannolikhet/Event.md b/sannolikhet/Event.md new file mode 100644 index 0000000..1d630f0 --- /dev/null +++ b/sannolikhet/Event.md @@ -0,0 +1,54 @@ +An event is any subset of the [[Sample space]]. + +Example: Given +$$S = \{1,2,3,4,5,6\}$$ + +then +$$A = \{2,4\}$$ +is an event. + +Can be visualized with [[Venn diagram]]s. + +Events happen with a [[Probability]]. + +## Special events + +Some special events are the empty event ($\phi$) and the [[Sample space]] itself ($S$). + +# Operations + +Just like there are normal operations (+, \*, ..) on numbers there exist +operations on events. They work much like events on normal [[Set]]s. + +## Intersection + +$$A \cap B$$ + +## Union + +$$A \cup B$$ + +## Complement + +$$A'$$ + +# Disjoint + +Two events are disjoint if they don't "overlap" in any way. + +# Independent + +Two events are independent if $P(A \cap B) = P(A) \cdot P(B)$. + +Intuition: $A$ does not affect $B$ and vice versa. + +$(A, B)$ independent $\Leftrightarrow$ $(A', B)$ independent. + +For example, given a fair dice roll and + +$$A = \{2\}, \ B = \{2, 3\}, \ C = S$$ + +then $A$ and $B$ are dependent but $A$ and $C$ are independent (since the +outcome of $A$ doesn't affect the outcome of $C$ since $P(C) = 1$. + +In general, $A_1, ..., A_n$ are independent if... -- cgit v1.2.1