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A slip of paper is given to a person `A` who marks it either with a plus sign or a minus sign. The probability of his writing a plus sign is `1//3`. A passes the slip to `B`, who may either leave it alone or change the sign before passing it to `C`. Next `C` passes the slip to `D` after perhaps changing the sign. Finally `D` passes it to a refere after perhaps changing the sign. `B,C,D each change the sign with probability `2//3`.
If the refree observes a plus sign on the slip then the probability that A originally wrote a plus sign is

A

`13//41`

B

`19//27`

C

`17//25`

D

`21//37`

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To solve the problem step by step, we will use the concept of conditional probability and Bayes' theorem. ### Step 1: Define the Events Let: - \( A^+ \): Event that A writes a plus sign. - \( A^- \): Event that A writes a minus sign. - \( R^+ \): Event that the referee observes a plus sign. Given: - \( P(A^+) = \frac{1}{3} \) - \( P(A^-) = \frac{2}{3} \) ### Step 2: Calculate the Probability of Referee Observing a Plus Sign Given A's Sign We need to calculate \( P(R^+ | A^+) \) and \( P(R^+ | A^-) \). #### Case 1: A writes a plus sign (\( A^+ \)) If A writes a plus sign, the probabilities for B, C, and D changing the sign are: - Each of B, C, D changes the sign with probability \( \frac{2}{3} \) and does not change it with probability \( \frac{1}{3} \). The possible scenarios for \( R^+ \) given \( A^+ \): 1. None of B, C, D change the sign: \[ P(B^-, C^-, D^-) = \left(\frac{1}{3}\right)^3 = \frac{1}{27} \] 2. Exactly one of B, C, D changes the sign: - Choose 1 from 3 to change (3 ways), and the others do not change: \[ P(B^+, C^-, D^-) + P(B^-, C^+, D^-) + P(B^-, C^-, D^+) = 3 \cdot \left(\frac{2}{3}\right)\left(\frac{1}{3}\right)^2 = 3 \cdot \frac{2}{27} = \frac{6}{27} \] 3. Exactly two of B, C, D change the sign: - Choose 2 from 3 to change (3 ways), and the other does not change: \[ P(B^+, C^+, D^-) + P(B^+, C^-, D^+) + P(B^-, C^+, D^+) = 3 \cdot \left(\frac{2}{3}\right)^2\left(\frac{1}{3}\right) = 3 \cdot \frac{4}{27} = \frac{12}{27} \] 4. All three change the sign: \[ P(B^+, C^+, D^+) = \left(\frac{2}{3}\right)^3 = \frac{8}{27} \] Adding these probabilities gives: \[ P(R^+ | A^+) = \frac{1}{27} + \frac{6}{27} + \frac{12}{27} + \frac{8}{27} = \frac{27}{27} = 1 \] #### Case 2: A writes a minus sign (\( A^- \)) If A writes a minus sign, we analyze similarly: 1. None of B, C, D change the sign: \[ P(B^-, C^-, D^-) = \left(\frac{2}{3}\right)^3 = \frac{8}{27} \] 2. Exactly one of B, C, D changes the sign: \[ 3 \cdot \left(\frac{2}{3}\right)^2\left(\frac{1}{3}\right) = 3 \cdot \frac{4}{27} = \frac{12}{27} \] 3. Exactly two of B, C, D change the sign: \[ 3 \cdot \left(\frac{2}{3}\right)\left(\frac{1}{3}\right)^2 = 3 \cdot \frac{2}{27} = \frac{6}{27} \] 4. All three change the sign: \[ P(B^+, C^+, D^+) = \left(\frac{1}{3}\right)^3 = \frac{1}{27} \] Adding these probabilities gives: \[ P(R^+ | A^-) = \frac{8}{27} + \frac{12}{27} + \frac{6}{27} + \frac{1}{27} = \frac{27}{27} = 1 \] ### Step 3: Apply Bayes' Theorem Now we apply Bayes' theorem to find \( P(A^+ | R^+) \): \[ P(A^+ | R^+) = \frac{P(R^+ | A^+) P(A^+)}{P(R^+ | A^+) P(A^+) + P(R^+ | A^-) P(A^-)} \] Substituting the values: \[ P(A^+ | R^+) = \frac{1 \cdot \frac{1}{3}}{1 \cdot \frac{1}{3} + 1 \cdot \frac{2}{3}} = \frac{\frac{1}{3}}{\frac{1}{3} + \frac{2}{3}} = \frac{\frac{1}{3}}{1} = \frac{1}{3} \] ### Final Answer Thus, the probability that A originally wrote a plus sign given that the referee observes a plus sign is: \[ \boxed{\frac{1}{3}} \]

To solve the problem step by step, we will use the concept of conditional probability and Bayes' theorem. ### Step 1: Define the Events Let: - \( A^+ \): Event that A writes a plus sign. - \( A^- \): Event that A writes a minus sign. - \( R^+ \): Event that the referee observes a plus sign. ...
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