An Introduction to Mathematical Statistics and Its Applications (6th Edition)

Published by Pearson
ISBN 10: 0-13411-421-3
ISBN 13: 978-0-13411-421-7

Chapter 2 Probability - 2.2 Sample Spaces and the Algebra of Sets - Questions - Page 23: 25

Answer

a)We proved that, \[A\cup (B\cup C)=(A\cup B)\cup C)=(A\cup B\cup C)\] b)We proved that, \[A\cap (B\cap C)=(A\cap B)\cap C)=(A\cap B\cap C)\]

Work Step by Step

(a) Let A, B and C be any three events defined on a sample space S. Let x be a member of \[A\cup (B\cup C)\]. Then x belongs to either A or \[(B\cup C)\] (or both). If x belongs to A, it also belongs to \[(A\cup B)\cup C)\]. If x belongs to \[(B\cup C)\], it belongs to B or C or both, so it must belong to \[(A\cup B)\cup C\] and also belongs to \[(A\cup B\cup C)\]. Now, suppose x belongs to \[(A\cup B)\cup C)\]. Then it belongs to either \[(A\cup B)\]or C or both. If it belongs to C, it must belong to \[A\cup (B\cup C)\]. If it belongs to \[(A\cup B)\], it must belong to either A or B or both, so it must belong to \[A\cup (B\cup C)\] and also belongs to \[(A\cup B\cup C)\]. (b) Let A, B and C be any three events defined on a sample space S. If ‘x’ is a member or outcome of \[A\cap (B\cap C)\], then x belongs to A and to\[(B\cap C)\]. If it is a member of A and of \[(B\cap C)\], then it belongs to \[(A\cap B)\]and to \[C\]. Thus, it is a member of \[(A\cap B)\cap C\] and also belongs to \[(A\cap B\cap C)\]. Conversely, choose ‘x’ in\[(A\cap B)\cap C\]. If it belongs to \[(A\cap B)\]or to \[(A\cap C)\]. Thus it also is a member of \[A\cap (B\cup C)\] and also belongs to \[(A\cap B\cap C)\]. Therefore, we proved that \[A\cap (B\cap C)=(A\cap B)\cap C)=(A\cap B\cap C)\].
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