A space probe near Neptune communicates with Earth using bit strings. Suppose that in its transmissions it sends a 1 one-third of the time a 0 two thirds of the time. When a 1 is sent, the probability that it is received correctly is 4/5 and the probability that it is received incorrectly (as a 0) is 1/5. When a 0 is sent, the probability that it is received correctly is 3/5 and the probability that it is received incorrectly (as a 1) is 2/5. Use Bayes' theorem to find the probability that a 0 was transmitted, given that a 0 was received.

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Answer:

There is an 85.73% probability that a 0 was transmitted, given that a 0 was received.

Step-by-step explanation:

This can be formulated as the following problem, by the Bayes Theorem:

What is the probability of B happening, knowing that A has happened.

It can be calculated by the following formula

[tex]P(B/A) = \frac{P(B).P(A/B)}{P(A)}[/tex]

Where P(B) is the probability of B happening, P(A/B) is the probability of A happening knowing that B happened and P(A) is the probability of A happening.

In this problem, we have that:

What is the probability that a 0 was transmitted, given that a 0 was received?

P(B) is the probability that a 0 was transmitted. Suppose that in its transmissions it sends a 1 one-third of the time a 0 two thirds of the time. This means that [tex]P(B) = \frac{2}{3} = 0.667[/tex].

P(A/B) is the probability that a 0 was received, given that a 0 was transmitted. When a 0 is sent, the probability that it is received correctly is 3/5 and the probability that it is received incorrectly (as a 1) is 2/5. So [tex]P(A/B) = \frac{3}{5} = 0.6[/tex].

P(A) is the probability that a 0 was received.

One third of the transmissions are 1. In this case, there is a 1/5 probability that a zero is received.

Two thirds of the transmissions are 2. In this case, there is a 3/5 probability that a zero is received.

So:

[tex]P(A) = 0.333*0.2 + 0.667*0.6 = 0.4668[/tex]

Finally

[tex]P(B/A) = \frac{P(B).P(A/B)}{P(A)} = \frac{0.667*0.6}{0.4668} = 0.8573[/tex]

There is an 85.73% probability that a 0 was transmitted, given that a 0 was received.