Elementary Statistics: A Step-by-Step Approach with Formula Card 9th Edition

Published by McGraw-Hill Education
ISBN 10: 0078136334
ISBN 13: 978-0-07813-633-7

Chapter 4 - Probability and Counting Rules - Critical Thinking Challenges - Page 252: 1

Answer

Yes — take the bet. The con man’s reasoning is wrong.

Work Step by Step

Assume he picks a coin uniformly at random and (independently) shows you a random side of that coin. The possible coins are HH, TT, HT (each picked with probability 1/3. Given that the face shown is heads, TT is impossible. Now count the equally likely coin–side outcomes that could produce a head: - If he picked HH: there are 2 sides that would show heads. - If he picked HT: there is 1 side that would show heads. - If he picked TT: 0 sides. So the number of head-showing outcomes = 2 (from HH) + 1 (from HT) = 3.. Of those 3 outcomes, 2 correspond to the HH coin. Hence $P(HH|\text{shown head})=\frac{2}{3}$ Expected value for an even-money bet on HH (win $1 if HH, lose $1 otherwise): $EV=P(HH)\cdot 1+(1-P(HH))\cdot (-1)=\frac{2}{3}-\frac{1}{3}=\frac{1}{3}>0$ So the probability it’s the two-headed coin is 2/3, not 1/2. An even-money bet on it being the two-headed coin has positive expected value for you — take it. (If, however, the con man is not selecting a side at random but is actively choosing to show you a head whenever possible, the analysis changes — you must then model his strategy. The classic statement assumes a random side is shown.)
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