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: 29

Answer

a)The events B and C are said to be mutually exclusive. b)The set B is subset of A.

Work Step by Step

(a) A coin is to be tossed four times, so there are 16 possible outcomes in sample space S: \[S=\left\{ \begin{array}{*{35}{l}} HHHH,\text{ }HHHT,\text{ }HHTH,\text{ }HTHH, \\ THHH,\text{ }HHTT,\text{ }HTHT,\text{ }THHT, \\ THTH,\text{ }TTHH,\text{ }HTTT,\text{ }THTT, \\ TTHT,TTTH,\text{ }HTTH,\text{ }TTTT \\ \end{array} \right\}\] Define events A, B and C such that A: exactly two heads appear B: heads and tails alternate C: first two tosses are heads Hence, the possible outcomes of events A, B and C are: $A=\{HHTT,\text{ }HTHT,\text{ }THTH,\text{ }THHT,\text{ }HTTH,\text{ }TTHH\}$ $B=\{HTHT,\text{ }THTH\}$ $C=\{HHHH,\text{ }HHHT,\text{ }HHTH,\text{ }HHTT\}$ We know that events A and B defined over the same sample space are said to be mutually exclusive if they have no outcomes in common; that is \[(A\cap B)=\varnothing \] Since, from above events we can see that event B and C have no outcomes in common: \[(B\cap C)=\varnothing \] Therefore, events B and C are said to be mutually exclusive. (b) The possible outcomes of events A, B and C are: $A=\{HHTT,\text{ }HTHT,\text{ }THTH,\text{ }THHT,\text{ }HTTH,\text{ }TTHH\}$ $B=\{HTHT,\text{ }THTH\}$ $C=\{HHHH,\text{ }HHHT,\text{ }HHTH,\text{ }HHTT\}$ We know that set A is a subset of another set B if all elements of set A are elements of set B. From above events we can see that all outcomes of event B are outcomes of event A. Therefore, event B is subset of A.
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