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Joint and conditional probabilities. P(A) = 0.3, P(B) =

Chapter , Problem 2.15

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QUESTION:

Joint and conditional probabilities. P(A) = 0.3, P(B) = 0.7

(a) Can you compute P(A and B) if you only know P(A) and P(B)?

(b) Assuming that events A and B arise from independent random processes,

i. What is P(A and B)?

ii. What is P(A or B)?

iii. What is P(A|B)?

(c) If we are given that P(A and B) = 0.1, are the random variables giving rise to events A and B independent?

(d) If we are given that P(A and B) = 0.1, what is P(A|B)?

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QUESTION:

Joint and conditional probabilities. P(A) = 0.3, P(B) = 0.7

(a) Can you compute P(A and B) if you only know P(A) and P(B)?

(b) Assuming that events A and B arise from independent random processes,

i. What is P(A and B)?

ii. What is P(A or B)?

iii. What is P(A|B)?

(c) If we are given that P(A and B) = 0.1, are the random variables giving rise to events A and B independent?

(d) If we are given that P(A and B) = 0.1, what is P(A|B)?

ANSWER:

Step 1 of 5

(a)

We do not know whether A and B are independent. So we cannot compute P(A and B). If they were Independent then we could.

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